Immobilienscout24 Analysis Notebook v2

1. Importing packages & the Immobilienscout24 scraped data

In [1]:
!pip install pandas 
!pip install gensim
!pip install spacy
!pip install gensim
!pip install matplotlib
!pip install sklearn
!pip install keras
!pip install tensorflow
!pip install scikit-learn
!pip install scipy
!pip install nltk
!pip install random2
!pip install warnings-plugin
!pip install statsmodels
!pip install seaborn
!pip install DateTime
!pip install datetime3

import gensim
import numpy as np
import spacy
from spacy import displacy
from gensim.corpora import Dictionary
from gensim.models import LdaModel
import matplotlib.pyplot as plt
import keras
import tensorflow
import statsmodels.api as sm
import sklearn
import sklearn.preprocessing
from sklearn.linear_model import LinearRegression
from scipy import stats
from sklearn.feature_extraction.text import TfidfVectorizer
from sklearn.decomposition import NMF
import random
import nltk
nltk.download('stopwords')
from nltk.corpus import stopwords
import warnings
warnings.filterwarnings('ignore')
warnings.filterwarnings('ignore', category=DeprecationWarning)
from pandas import DataFrame, read_csv
import pandas as pd
pd.options.mode.chained_assignment = None  # default='warn'
import warnings
import os
warnings.filterwarnings('ignore')  # Let's not pay heed to them right now
%matplotlib inline

#For Scikit Regression: 

from datetime import datetime
from sklearn import preprocessing
from sklearn.model_selection import KFold
from sklearn.metrics import mean_squared_error, r2_score
from keras.callbacks import ModelCheckpoint
from keras.models import Sequential
from keras.layers import Dense, Activation, Flatten
from sklearn.model_selection import train_test_split
from sklearn.ensemble import RandomForestRegressor
from sklearn.metrics import mean_absolute_error 
from matplotlib import pyplot as plt
import seaborn as sb
import matplotlib.pyplot as plt
import tensorflow as tf

%matplotlib notebook
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unable to import 'smart_open.gcs', disabling that module
Using TensorFlow backend.
[nltk_data] Downloading package stopwords to
[nltk_data]     /Users/nicoweiner/nltk_data...
[nltk_data]   Package stopwords is already up-to-date!
In [2]:
immodf = pd.read_csv("https://www.dropbox.com/s/04s1ptlkvy5l61s/FINAL_IMMOBILIENSCOUT24_03_05_20.csv?dl=1", sep=',', parse_dates=['Baujahr', 'Bezugsfrei_ab'], error_bad_lines=False, dtype='unicode', lineterminator='\n')
pd.options.display.max_columns = None
immodf.head(5)
Out[2]:
ID ScoutID Typ Kaufpreis Provision Energieeffizienzklasse Objektzustand Anzahl_zimmer Wohnflaeche (in m²) Grundstueck (in m²) Baujahr Bezugsfrei_ab Title Beschreibung Ausstattung Lagebeschreibung Sonstiges PLZ Stadt Ortsteil ScrapingDate1 ScrapingDate2 ScrapingDate3 ScrapingDate4 timetosell Flaeche_km2 Einwohner Men Women Population_density Average_income
0 115756801 Objekt-Nr.: FB211 | Scout-ID: 115756801 Bungalow 518500.0 Nein A+ Erstbezug 3.0 160.0 1200.0 2020 NaN Zeitlose Ästhetik im Bauhaus-Stil! Jetzt Onlin... +++Gerne bietet Kern-Haus Ihnen eine umfangrei... 3 Zimmer, offene Küche, Diele, Bad, Dusche, Ha... Das Baugrundstück befindet sich in Dauernheim,... Kern-Haus baut individuelle und massive Archit... 63691 Ranstadt Wetteraukreis 2020-04-21 NaN NaN NaN 4 NaN NaN NaN NaN NaN NaN
1 116853306 Objekt-Nr.: 562020 | Scout-ID: 116853306 Einfamilienhaus (freistehend) 301667.0 Nein NaN Erstbezug 4.0 135.0 860.0 NaN NaN Bauen statt Miete zahlen! Ihr neues Zuhause in... Das LifeStyle 13.10 S bietet Ihnen und Ihrer F... In dem oben genannten Kaufpreis wurden die Kos... Die Häuser werden auf realen Grundstücken ange... Deutschland`s meistverkaufte Ausbauhäuser!\n\n... 52385 Nideggen Düren 2020-04-21 NaN NaN NaN 4 65.04 9945.0 4902.0 5043.0 153.0 NaN
2 116959865 Objekt-Nr.: W16091 | Scout-ID: 116959865 Einfamilienhaus (freistehend) 225900.0 Nein A+ Erstbezug 3.0 76.0 612.0 2021 NaN Wohnen und leben auf einer Ebene! +++Gerne bietet Kern-Haus Ihnen eine umfangrei... 3 Zimmer, offene Küche, Diele mit Garderobe, B... - Grundstück befindet sich in Elstertrebnitz i... Kern-Haus\r\n\r\nKern-Haus baut individuelle u... 04523 Pegau Leipzig 2020-04-21 2020-04-25 2020-04-29 NaN 12 48.8 6288.0 3068.0 3220.0 129.0 NaN
3 116953174 Scout-ID: 116953174 Einfamilienhaus (freistehend) 218659.0 Nein NaN Erstbezug 6.0 144.0 550.0 2020 NaN Das neue LifeStyle 14.03S ! Auch als Stadtvill... Jeder von uns hat Träume. Ein eigenes Haus zu ... ZERTIFIZIERTE QUALITÄT IN ALLEN BEREICHEN!\n\n... Ich bin Ihr Ansprechpartner in Ihrer Region, w... Profitieren Sie vom aktuell niedrigen Zinsnive... 52428 52428 Jülich 2020-04-21 2020-04-25 2020-04-29 NaN 12 NaN NaN NaN NaN NaN NaN
4 116953218 Scout-ID: 116953218 Einfamilienhaus (freistehend) 287200.0 Nein NaN Erstbezug 4.0 141.0 801.0 NaN NaN Barriere freier Bungalow in Kehrigk , jetzt ko... Dieses Angebot beinhaltet:\n\n- Projektiertes ... Ein wahrliches traumhaftes Haus, was ihrer Fam... Das Grundstück liegt in Kehrigk\n15859 Storkow... Auch ohne Eigenkapital bauen !! \nProfitieren ... 15859 Storkow Storkow 2020-04-21 2020-04-25 2020-04-29 NaN 12 NaN NaN NaN NaN NaN NaN

2. Run NFM Model to extract common topics in listing descriptions

2.1. Removing all German stopwords in the listing descriptions as we only want to extract the relevant words

In [3]:
stopWords = set (stopwords.words('german'))

print(len(stopWords))
print(stopWords)
232
{'jene', 'machen', 'das', 'die', 'hatten', 'meinen', 'muss', 'eines', 'damit', 'und', 'war', 'indem', 'welchen', 'können', 'des', 'hab', 'als', 'solcher', 'bei', 'am', 'welches', 'würde', 'allem', 'eure', 'ihre', 'dessen', 'in', 'welchem', 'nicht', 'zwischen', 'bin', 'manches', 'eine', 'seines', 'mein', 'wenn', 'hin', 'einig', 'jenen', 'anderer', 'ihm', 'manche', 'seine', 'ihnen', 'weiter', 'den', 'alle', 'musste', 'wirst', 'ihres', 'mancher', 'hier', 'deine', 'meinem', 'dasselbe', 'ihr', 'werde', 'einiges', 'du', 'solches', 'euer', 'kein', 'dazu', 'der', 'haben', 'einmal', 'eures', 'soll', 'werden', 'man', 'zum', 'einigen', 'es', 'jeder', 'doch', 'anders', 'dass', 'jetzt', 'seinen', 'ihrem', 'was', 'ander', 'aber', 'derselbe', 'dann', 'jedes', 'unseres', 'meiner', 'wie', 'anderes', 'unsere', 'andere', 'deiner', 'einer', 'keine', 'keiner', 'sind', 'keinen', 'vor', 'anderem', 'bis', 'mich', 'sollte', 'ihrer', 'einem', 'nun', 'so', 'im', 'eurer', 'deinen', 'sich', 'noch', 'diesen', 'denn', 'euren', 'seinem', 'unser', 'etwas', 'derer', 'unseren', 'anderm', 'anderr', 'ihren', 'sein', 'aus', 'gewesen', 'wieder', 'wo', 'eurem', 'solche', 'aller', 'während', 'desselben', 'dieser', 'zur', 'dieses', 'er', 'welcher', 'bist', 'viel', 'anderen', 'andern', 'diese', 'durch', 'meine', 'ich', 'deinem', 'wird', 'denselben', 'ins', 'mit', 'von', 'sehr', 'gegen', 'für', 'würden', 'keines', 'manchen', 'auf', 'sonst', 'könnte', 'ihn', 'kann', 'sie', 'jener', 'wollen', 'dem', 'weil', 'zwar', 'nur', 'solchen', 'warst', 'selbst', 'jedem', 'vom', 'ist', 'sondern', 'dir', 'demselben', 'welche', 'an', 'daß', 'einigem', 'seiner', 'diesem', 'zu', 'hatte', 'ob', 'allen', 'unserem', 'einen', 'dort', 'mir', 'uns', 'manchem', 'jenes', 'dieselben', 'oder', 'weg', 'da', 'euch', 'jeden', 'ohne', 'jede', 'solchem', 'unter', 'jenem', 'um', 'alles', 'dein', 'deines', 'einige', 'nach', 'wir', 'will', 'ein', 'über', 'dich', 'wollte', 'hinter', 'dies', 'nichts', 'habe', 'also', 'keinem', 'meines', 'waren', 'auch', 'hat', 'dieselbe', 'einiger', 'derselben'}
In [4]:
tfidf_vect = TfidfVectorizer(max_df=0.8, min_df=2, stop_words=stopWords, token_pattern='[a-zA-Z][a-zA-Z]{2,}')
doc_term_matrix = tfidf_vect.fit_transform(immodf['Beschreibung'].values.astype('U'))

2.2. Creating a probability matrix for topics

In [5]:
nmf = NMF(n_components=25, random_state=42)
nmf.fit(doc_term_matrix)
Out[5]:
NMF(alpha=0.0, beta_loss='frobenius', init=None, l1_ratio=0.0, max_iter=200,
    n_components=25, random_state=42, shuffle=False, solver='cd', tol=0.0001,
    verbose=0)
In [6]:
#retrieve the probability vector of words 

first_topic = nmf.components_[1]
top_topic_words = first_topic.argsort()[-10:]

2.3. Extracting top words for 25 topics

In [7]:
#the words in the data grouped by topics

for i,topic in enumerate(nmf.components_):
    print(f'Top words for topic #{i}:')
    print([tfidf_vect.get_feature_names()[i] for i in topic.argsort()[-15:]])
    print('\n')
Top words for topic #0:
['offene', 'giges', 'gig', 'dusche', 'kamin', 'wohnbereich', 'garten', 'ste', 'zugang', 'terrasse', 'wohn', 'gigen', 'essbereich', 'gige', 'gro']


Top words for topic #1:
['garageninnenhof', 'garagenraum', 'garagenkeller', 'garagenmiete', 'garagennebengeb', 'garagenneubau', 'garagennutzung', 'garagenparkplatz', 'garagenparzelle', 'garagenpl', 'garagenplatz', 'garagenplatzes', 'garagenkomplex', 'zzt', 'nan']


Top words for topic #2:
['wfl', 'wunschimmobilie', 'notarkosten', 'preisg', 'montag', 'nachlass', 'ausgabe', 'immobilienversteigerungs', 'kataloginfos', 'kataloges', 'versteigert', 'eur', 'sichern', 'verkehrswert', 'telefonnummer']


Top words for topic #3:
['mieter', 'insgesamt', 'derzeit', 'eur', 'mieteinnahmen', 'garagen', 'stellpl', 'drei', 'tze', 'jeweils', 'zwei', 'wohneinheiten', 'vermietet', 'mehrfamilienhaus', 'wohnungen']


Top words for topic #4:
['senden', 'interesse', 'eigent', 'pers', 'besichtigungstermin', 'nnen', 'vollst', 'immobilie', 'erhalten', 'expos', 'weitere', 'anfrage', 'informationen', 'bitte', 'gerne']


Top words for topic #5:
['sanierungsbed', 'glichkeiten', 'besteht', 'anwesen', 'garagen', 'genutzt', 'garage', 'vorhanden', 'werkstatt', 'befindet', 'anbau', 'gro', 'scheune', 'wohnhaus', 'grundst']


Top words for topic #6:
['zzgl', 'keller', 'bietet', 'einliegerwohnung', 'einfamilienhaus', 'einbauk', 'cksfl', 'insgesamt', 'verteilt', 'grundst', 'betr', 'baujahr', 'nutzfl', 'wohnfl', 'che']


Top words for topic #7:
['heizung', 'modernisiert', 'eingebaut', 'komplett', 'jahre', 'saniert', 'jahren', 'dach', 'jahr', 'neue', 'fenster', 'neu', 'erneuert', 'wurden', 'wurde']


Top words for topic #8:
['gepflegte', 'dhh', 'spitzboden', 'ruhiger', 'carport', 'grundst', 'moderne', 'stellplatz', 'neubau', 'garage', 'doppelhaus', 'haush', 'lften', 'lfte', 'doppelhaush']


Top words for topic #9:
['kostenlos', 'musterhaus', 'aussehen', 'wohnprojekt', 'besichtigt', 'annonce', 'abgebildete', 'abgebildet', 'hauszeichnung', 'hausarten', 'traumhaus', 'hung', 'glich', 'mietkaufdirekt', 'mieterh']


Top words for topic #10:
['bauweise', 'rmepumpe', 'preis', 'nnen', 'nschen', 'bauen', 'enthalten', 'schl', 'stein', 'nsche', 'grundst', 'ausstattung', 'kfw', 'inkl', 'user']


Top words for topic #11:
['wohnlage', 'nem', 'einliegerwohnung', 'befindet', 'wundersch', 'ner', 'terrasse', 'garage', 'nes', 'ruhiger', 'lage', 'einfamilienhaus', 'garten', 'nen', 'sch']


Top words for topic #12:
['lassen', 'ganze', 'wohnen', 'finden', 'genie', 'gen', 'ger', 'glichkeiten', 'gend', 'ausreichend', 'gem', 'nnen', 'familie', 'bietet', 'platz']


Top words for topic #13:
['balkon', 'zugang', 'terrasse', 'ste', 'wanne', 'abstellraum', 'diele', 'dusche', 'esszimmer', 'kinderzimmer', 'che', 'bad', 'wohnzimmer', 'schlafzimmer', 'flur']


Top words for topic #14:
['erreicht', 'hauses', 'dar', 'erstreckt', 'ebenfalls', 'ausgestattet', 'betreten', 'befindet', 'gen', 'treppe', 'gelangt', 'erreichen', 'gelangen', 'verf', 'ber']


Top words for topic #15:
['besichtigung', 'testens', 'beantragt', 'rund', 'accesskey', 'sowie', 'objektnr', 'app', 'portal', 'immoviewer', 'link', 'com', 'rundgang', 'tour', 'https']


Top words for topic #16:
['familienhaus', 'frei', 'geh', 'maisonette', 'derzeit', 'kaltmiete', 'dachgeschoss', 'befindet', 'erdgeschoss', 'gro', 'obergeschoss', 'balkon', 'zweifamilienhaus', 'vermietet', 'wohnung']


Top words for topic #17:
['liegt', 'steht', 'grundst', 'hlen', 'erdem', 'badezimmer', 'samt', 'verkauf', 'zweist', 'beheizt', 'ckige', 'zimmern', 'preis', 'euro', 'immobilie']


Top words for topic #18:
['ste', 'befinden', 'wanne', 'keller', 'vorhanden', 'weiteres', 'erdgeschoss', 'obergeschoss', 'drei', 'dachgeschoss', 'weitere', 'balkon', 'che', 'bad', 'zimmer']


Top words for topic #19:
['ger', 'che', 'schlafzimmer', 'zugang', 'drei', 'weitere', 'dachgeschoss', 'ume', 'badezimmer', 'befindet', 'obergeschoss', 'erdgeschoss', 'befinden', 'zwei', 'sowie']


Top words for topic #20:
['nutzung', 'wurde', 'gerne', 'tzlich', 'weitere', 'zus', 'pkw', 'stellpl', 'verkauf', 'tze', 'insgesamt', 'steht', 'stehen', 'verf', 'gung']


Top words for topic #21:
['tzt', 'ume', 'zentrum', 'genutzt', 'gewerbeeinheiten', 'gewerbe', 'ladenlokal', 'nutzfl', 'lage', 'vermietet', 'gewerbefl', 'gewerbeeinheit', 'wohn', 'ftshaus', 'gesch']


Top words for topic #22:
['kwh', 'ehemalige', 'befinden', 'baujahr', 'denkmalschutz', 'chen', 'genutzt', 'stallgeb', 'uden', 'hauptgeb', 'wohngeb', 'udes', 'nebengeb', 'geb', 'ude']


Top words for topic #23:
['voll', 'wohneinheiten', 'hierbei', 'energieausweis', 'erstellt', 'zweifamilienhaus', 'wurde', 'betr', 'zustand', 'befindet', 'geh', 'einfamilienhaus', 'angebotenen', 'handelt', 'objekt']


Top words for topic #24:
['zustand', 'gebaut', 'sofort', 'ren', 'befindet', 'direkt', 'garten', 'liegt', 'garage', 'voll', 'gibt', 'keller', 'geh', 'unterkellert', 'haus']


In [8]:
# Append new column with topics as numerical values
test = immodf

topic_values = nmf.transform(doc_term_matrix)
test['Topic'] = topic_values.argmax(axis=1)
test.head(3)
Out[8]:
ID ScoutID Typ Kaufpreis Provision Energieeffizienzklasse Objektzustand Anzahl_zimmer Wohnflaeche (in m²) Grundstueck (in m²) Baujahr Bezugsfrei_ab Title Beschreibung Ausstattung Lagebeschreibung Sonstiges PLZ Stadt Ortsteil ScrapingDate1 ScrapingDate2 ScrapingDate3 ScrapingDate4 timetosell Flaeche_km2 Einwohner Men Women Population_density Average_income Topic
0 115756801 Objekt-Nr.: FB211 | Scout-ID: 115756801 Bungalow 518500.0 Nein A+ Erstbezug 3.0 160.0 1200.0 2020 NaN Zeitlose Ästhetik im Bauhaus-Stil! Jetzt Onlin... +++Gerne bietet Kern-Haus Ihnen eine umfangrei... 3 Zimmer, offene Küche, Diele, Bad, Dusche, Ha... Das Baugrundstück befindet sich in Dauernheim,... Kern-Haus baut individuelle und massive Archit... 63691 Ranstadt Wetteraukreis 2020-04-21 NaN NaN NaN 4 NaN NaN NaN NaN NaN NaN 0
1 116853306 Objekt-Nr.: 562020 | Scout-ID: 116853306 Einfamilienhaus (freistehend) 301667.0 Nein NaN Erstbezug 4.0 135.0 860.0 NaN NaN Bauen statt Miete zahlen! Ihr neues Zuhause in... Das LifeStyle 13.10 S bietet Ihnen und Ihrer F... In dem oben genannten Kaufpreis wurden die Kos... Die Häuser werden auf realen Grundstücken ange... Deutschland`s meistverkaufte Ausbauhäuser!\n\n... 52385 Nideggen Düren 2020-04-21 NaN NaN NaN 4 65.04 9945.0 4902.0 5043.0 153.0 NaN 12
2 116959865 Objekt-Nr.: W16091 | Scout-ID: 116959865 Einfamilienhaus (freistehend) 225900.0 Nein A+ Erstbezug 3.0 76.0 612.0 2021 NaN Wohnen und leben auf einer Ebene! +++Gerne bietet Kern-Haus Ihnen eine umfangrei... 3 Zimmer, offene Küche, Diele mit Garderobe, B... - Grundstück befindet sich in Elstertrebnitz i... Kern-Haus\r\n\r\nKern-Haus baut individuelle u... 04523 Pegau Leipzig 2020-04-21 2020-04-25 2020-04-29 NaN 12 48.8 6288.0 3068.0 3220.0 129.0 NaN 24

2.4. Give suitable topics a title

Considering the output of the 25 topics above, we now select the ones that make sense and are suitable and categorize them with a name. The category name tells what a house description is focusing on. The ones that are do not make sense are later being dropped.

In [9]:
# Insert the output in dataset as new variables

test.Topic = test.Topic.astype('str')

test.Topic = test.Topic.replace(['1'],'garage')
test.Topic = test.Topic.replace(['2'],'house_auction')
test.Topic = test.Topic.replace(['3', '16'],'multi_dwelling')
test.Topic = test.Topic.replace(['4'],'house_viewing')
test.Topic = test.Topic.replace(['7'],'renovated')
test.Topic = test.Topic.replace(['13'],'house_layout')
test.Topic = test.Topic.replace(['5', '22'],'courtyard_estate')
In [10]:
test = test.astype('str')
In [11]:
test
Out[11]:
ID ScoutID Typ Kaufpreis Provision Energieeffizienzklasse Objektzustand Anzahl_zimmer Wohnflaeche (in m²) Grundstueck (in m²) Baujahr Bezugsfrei_ab Title Beschreibung Ausstattung Lagebeschreibung Sonstiges PLZ Stadt Ortsteil ScrapingDate1 ScrapingDate2 ScrapingDate3 ScrapingDate4 timetosell Flaeche_km2 Einwohner Men Women Population_density Average_income Topic
0 115756801 Objekt-Nr.: FB211 | Scout-ID: 115756801 Bungalow 518500.0 Nein A+ Erstbezug 3.0 160.0 1200.0 2020 nan Zeitlose Ästhetik im Bauhaus-Stil! Jetzt Onlin... +++Gerne bietet Kern-Haus Ihnen eine umfangrei... 3 Zimmer, offene Küche, Diele, Bad, Dusche, Ha... Das Baugrundstück befindet sich in Dauernheim,... Kern-Haus baut individuelle und massive Archit... 63691 Ranstadt Wetteraukreis 2020-04-21 nan nan nan 4 nan nan nan nan nan nan 0
1 116853306 Objekt-Nr.: 562020 | Scout-ID: 116853306 Einfamilienhaus (freistehend) 301667.0 Nein nan Erstbezug 4.0 135.0 860.0 nan nan Bauen statt Miete zahlen! Ihr neues Zuhause in... Das LifeStyle 13.10 S bietet Ihnen und Ihrer F... In dem oben genannten Kaufpreis wurden die Kos... Die Häuser werden auf realen Grundstücken ange... Deutschland`s meistverkaufte Ausbauhäuser!\n\n... 52385 Nideggen Düren 2020-04-21 nan nan nan 4 65.04 9945.0 4902.0 5043.0 153.0 nan 12
2 116959865 Objekt-Nr.: W16091 | Scout-ID: 116959865 Einfamilienhaus (freistehend) 225900.0 Nein A+ Erstbezug 3.0 76.0 612.0 2021 nan Wohnen und leben auf einer Ebene! +++Gerne bietet Kern-Haus Ihnen eine umfangrei... 3 Zimmer, offene Küche, Diele mit Garderobe, B... - Grundstück befindet sich in Elstertrebnitz i... Kern-Haus\r\n\r\nKern-Haus baut individuelle u... 04523 Pegau Leipzig 2020-04-21 2020-04-25 2020-04-29 nan 12 48.8 6288.0 3068.0 3220.0 129.0 nan 24
3 116953174 Scout-ID: 116953174 Einfamilienhaus (freistehend) 218659.0 Nein nan Erstbezug 6.0 144.0 550.0 2020 nan Das neue LifeStyle 14.03S ! Auch als Stadtvill... Jeder von uns hat Träume. Ein eigenes Haus zu ... ZERTIFIZIERTE QUALITÄT IN ALLEN BEREICHEN!\n\n... Ich bin Ihr Ansprechpartner in Ihrer Region, w... Profitieren Sie vom aktuell niedrigen Zinsnive... 52428 52428 Jülich 2020-04-21 2020-04-25 2020-04-29 nan 12 nan nan nan nan nan nan 10
4 116953218 Scout-ID: 116953218 Einfamilienhaus (freistehend) 287200.0 Nein nan Erstbezug 4.0 141.0 801.0 nan nan Barriere freier Bungalow in Kehrigk , jetzt ko... Dieses Angebot beinhaltet:\n\n- Projektiertes ... Ein wahrliches traumhaftes Haus, was ihrer Fam... Das Grundstück liegt in Kehrigk\n15859 Storkow... Auch ohne Eigenkapital bauen !! \nProfitieren ... 15859 Storkow Storkow 2020-04-21 2020-04-25 2020-04-29 nan 12 nan nan nan nan nan nan 10
... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ...
48877 37000048 Scout-ID: 37000048 Besondere Immobilie 239000.0 Nein nan Modernisiert 10.0 212.0 646.0 nan nan Mehrfamilienhaus im Wintersportzentrum Oberhof... Erdgeschoß: 2 Zimmer + Küche + Bad\r\nhochwert... Erdgeschoss: mit Einbauküche und Kamin und Zug... Stadtzentrum/Fußgängerzone\r\nEntfernung zum B... Bei Interesse kontaktieren Sie mich bitte tele... 98559 Oberhof Schmalkalden-Meiningen 2020-04-21 2020-04-25 2020-04-29 nan 12 23.4 1608.0 788.0 820.0 69.0 nan 18
48878 36788963 Scout-ID: 36788963 Doppelhaushälfte 188500.0 Nein nan Erstbezug 6.0 164.0 339.0 nan 2020 Spitzenlage - unverbaubaurer Weitblick - Provi... Große Doppelhaushälfte mit noch frei zu gestal... Sehr umfangreiche Ausstattung und hochwertige ... Unverbaubare Aussicht über die Stadt, weite Fe... Die Heizungstechnik ist noch frei wählbar.\nDe... 55606 Kirn Bad Kreuznach 2020-04-21 2020-04-25 2020-04-29 nan 12 16.53 8193.0 3987.0 4206.0 496.0 nan 8
48879 36713355 Objekt-Nr.: 1477028 | Scout-ID: 36713355 Einfamilienhaus (freistehend) 169000.0 Nein nan Neuwertig 3.0 96.0 380.0 2002 kurzfristig Heidekrug - wunderschöner freistehender Bungalow Unser schöner, freistehender Bungalow ist sofo... nan nan Besichtigungen sind nach Absprache möglich. 14770 Brandenburg Altstadt 2020-04-21 2020-04-25 2020-04-29 nan 12 nan nan nan nan nan nan 11
48880 36652956 Scout-ID: 36652956 Bauernhaus 2650000.0 Nein nan Modernisiert 18.0 300.0 6000.0 2000 nach Verhandlung Einzigartiges Objekt - ehemaliger Bauernhof - ... Ehemaliger Bauernhof.\nSehr großes und einziga... Solide gepflegte Ausstattung. Das Haus ist vol... Vom Haus erreichen Sie in 5 Minuten den BAB An... Ohne Maklerkosten!!!\nEinzigartiges Objekt 61197 Florstadt Wetteraukreis 2020-04-21 2020-04-25 2020-04-29 nan 12 39.6 8753.0 4328.0 4425.0 221.0 nan 0
48881 35588847 Scout-ID: 35588847 Bauernhaus 109000.0 Nein nan Renovierungsbedürftig 10.0 300.0 2000.0 1900 nan Bauernhof, gewerbl.Nutzung, auch für Pferdelie... Der Bauernhof befindet sich auf einer Fläche v... nan Das Gehöft liegt im Ortskern von Meuro, Kreis ... Zusätzlich können noch bis zu 49 ha Land dazug... 06905 Bad Meuro 2020-04-21 2020-04-25 2020-04-29 nan 12 nan nan nan nan nan nan courtyard_estate

48882 rows × 32 columns

3. Import results of LIWC analysis & merge with Immoscout data

Outside of this notebook, the program LIWC2015 has been purchased which allowed to run multi-level linguistic analysis on the listing descriptions. The analysis has been conducted within the program LIWC2015, resulting in a new dataset with new columns that indicate the level of various linguistic features and sentiment. For more details on the particular linguistic feature, see: https://liwc.wpengine.com/compare-dictionaries/

In [12]:
liwc1 = pd.read_csv("https://www.dropbox.com/s/yse4stsaf42aeo9/LIWC2015%20Results%20%28FINAL_IMMOBILIENSCOUT24_03_05_20.csv%29.csv?dl=1", sep=',', error_bad_lines=False, dtype='unicode', lineterminator='\n')
pd.options.display.max_columns = None
In [13]:
liwc2 = liwc1
liwc2 = liwc2.drop(['B', 'C', 'D', 'E', 'F', 'G', 'H', 'I', 'J', 'K', 'L', 'M', 'N', 'O', 'P', 'Q', 'R', 'S', 'T', 'U', 'V', 'W', 'X', 'Y', 'Z', 'AA', 'AB', 'AC', 'AD', 'AE', 'filler\r'], axis=1) 
liwc2 = liwc2.astype('str')
liwc2
Out[13]:
A WC Analytic Clout Authentic Tone WPS Sixltr Dic ppron i we you shehe they affect posemo negemo anx anger sad social family friend female male cogproc insight cause discrep tentat certain differ percept see hear feel drives affiliation achieve power reward risk focuspast focuspresent focusfuture work leisure home money relig death informal swear netspeak assent nonflu
0 115756801 260 92.13 46.92 1.00 32.37 15.29 32.31 9.23 0.77 0.77 0.00 0.00 0.00 0.00 0.38 0.38 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.38 0.38 0.00 0.00 0.00 0.00 0.00 0.38 0.00 0.38 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.38 2.69 0.00 0.38 1.15 2.31 0.00 0.00 1.54 0.00 0.00 0.00 0.00 0.00
1 116853306 162 93.82 45.10 1.00 25.77 13.50 35.19 4.94 0.62 0.62 0.00 0.00 0.00 0.00 1.23 0.62 0.62 0.00 0.62 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.62 0.00 0.00 0.00 0.62 0.00 0.62 0.00 1.23 0.62 0.00 0.00 0.62
2 116959865 94 93.26 50.00 1.00 45.30 11.75 28.72 7.45 1.06 1.06 0.00 0.00 0.00 0.00 3.19 2.13 1.06 0.00 0.00 0.00 1.06 0.00 0.00 0.00 1.06 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 2.13 0.00 0.00 0.00 1.06 1.06 0.00 1.06 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
3 116953174 148 94.42 50.00 1.00 51.03 13.45 37.16 6.76 0.68 0.68 0.00 0.00 0.00 0.00 1.35 1.35 0.00 0.00 0.00 0.00 0.68 0.00 0.68 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 1.35 0.68 0.68 0.68 0.00 0.00 0.00 1.35 0.00 0.00 0.00 0.00 0.00 0.00 0.68 0.00 0.00 0.00 0.00 0.00
4 116953218 86 93.26 50.00 1.00 47.26 4.53 43.02 5.81 0.00 0.00 0.00 0.00 0.00 0.00 1.16 1.16 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 1.16 0.00 2.33 0.00 0.00 0.00 1.16 0.00 0.00 0.00 1.16
... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ...
56632 37000048 70 93.26 50.00 1.00 1.91 35.00 38.57 2.86 0.00 0.00 0.00 0.00 0.00 0.00 2.86 0.00 2.86 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 2.86 0.00 0.00 0.00 0.00 2.86 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
56633 36788963 87 94.26 50.00 1.61 25.77 12.43 27.59 20.69 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 1.15 1.15 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 1.15 8.05 0.00 0.00 0.00 1.15 0.00 0.00 8.05 2.30 0.00 0.00 0.00 2.30
56634 36713355 61 93.26 37.15 1.71 25.77 7.62 39.34 14.75 1.64 1.64 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 4.92 0.00 0.00 0.00 1.64 0.00 0.00 3.28 1.64 0.00 1.64 0.00 0.00
56635 36652956 71 93.26 55.59 1.00 25.77 5.46 39.44 7.04 1.41 0.00 0.00 1.41 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 1.41 1.41 1.41 1.41 0.00 0.00 1.41 0.00 1.41 0.00 0.00
56636 35588847 58 94.72 50.00 1.00 25.77 19.33 22.41 10.34 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 1.72 1.72 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 6.90 0.00 0.00 0.00 0.00 0.00 0.00 6.90 0.00 0.00 0.00 0.00 0.00

56637 rows × 57 columns

In [14]:
liwc2_merged = pd.merge(test, liwc2, how="left", left_on="ID", right_on="A")
In [15]:
liwc2_merged = liwc2_merged.drop(['A', 'ScoutID', 'Provision', 'Bezugsfrei_ab', 'Title', 'Beschreibung', 'Ausstattung', 'Lagebeschreibung', 'Sonstiges', 'PLZ', 'Ortsteil', 'ScrapingDate1', 'ScrapingDate2', 'ScrapingDate3', 'ScrapingDate4'], axis=1) 
In [16]:
liwc2_merged
Out[16]:
ID Typ Kaufpreis Energieeffizienzklasse Objektzustand Anzahl_zimmer Wohnflaeche (in m²) Grundstueck (in m²) Baujahr Stadt timetosell Flaeche_km2 Einwohner Men Women Population_density Average_income Topic WC Analytic Clout Authentic Tone WPS Sixltr Dic ppron i we you shehe they affect posemo negemo anx anger sad social family friend female male cogproc insight cause discrep tentat certain differ percept see hear feel drives affiliation achieve power reward risk focuspast focuspresent focusfuture work leisure home money relig death informal swear netspeak assent nonflu
0 115756801 Bungalow 518500.0 A+ Erstbezug 3.0 160.0 1200.0 2020 Ranstadt 4 nan nan nan nan nan nan 0 260 92.13 46.92 1.00 32.37 15.29 32.31 9.23 0.77 0.77 0.00 0.00 0.00 0.00 0.38 0.38 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.38 0.38 0.00 0.00 0.00 0.00 0.00 0.38 0.00 0.38 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.38 2.69 0.00 0.38 1.15 2.31 0.00 0.00 1.54 0.00 0.00 0.00 0.00 0.00
1 116853306 Einfamilienhaus (freistehend) 301667.0 nan Erstbezug 4.0 135.0 860.0 nan Nideggen 4 65.04 9945.0 4902.0 5043.0 153.0 nan 12 162 93.82 45.10 1.00 25.77 13.50 35.19 4.94 0.62 0.62 0.00 0.00 0.00 0.00 1.23 0.62 0.62 0.00 0.62 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.62 0.00 0.00 0.00 0.62 0.00 0.62 0.00 1.23 0.62 0.00 0.00 0.62
2 116959865 Einfamilienhaus (freistehend) 225900.0 A+ Erstbezug 3.0 76.0 612.0 2021 Pegau 12 48.8 6288.0 3068.0 3220.0 129.0 nan 24 94 93.26 50.00 1.00 45.30 11.75 28.72 7.45 1.06 1.06 0.00 0.00 0.00 0.00 3.19 2.13 1.06 0.00 0.00 0.00 1.06 0.00 0.00 0.00 1.06 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 2.13 0.00 0.00 0.00 1.06 1.06 0.00 1.06 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
3 116953174 Einfamilienhaus (freistehend) 218659.0 nan Erstbezug 6.0 144.0 550.0 2020 52428 12 nan nan nan nan nan nan 10 148 94.42 50.00 1.00 51.03 13.45 37.16 6.76 0.68 0.68 0.00 0.00 0.00 0.00 1.35 1.35 0.00 0.00 0.00 0.00 0.68 0.00 0.68 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 1.35 0.68 0.68 0.68 0.00 0.00 0.00 1.35 0.00 0.00 0.00 0.00 0.00 0.00 0.68 0.00 0.00 0.00 0.00 0.00
4 116953218 Einfamilienhaus (freistehend) 287200.0 nan Erstbezug 4.0 141.0 801.0 nan Storkow 12 nan nan nan nan nan nan 10 86 93.26 50.00 1.00 47.26 4.53 43.02 5.81 0.00 0.00 0.00 0.00 0.00 0.00 1.16 1.16 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 1.16 0.00 2.33 0.00 0.00 0.00 1.16 0.00 0.00 0.00 1.16
... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ...
53221 37000048 Besondere Immobilie 239000.0 nan Modernisiert 10.0 212.0 646.0 nan Oberhof 12 23.4 1608.0 788.0 820.0 69.0 nan 18 70 93.26 50.00 1.00 1.91 35.00 38.57 2.86 0.00 0.00 0.00 0.00 0.00 0.00 2.86 0.00 2.86 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 2.86 0.00 0.00 0.00 0.00 2.86 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
53222 36788963 Doppelhaushälfte 188500.0 nan Erstbezug 6.0 164.0 339.0 nan Kirn 12 16.53 8193.0 3987.0 4206.0 496.0 nan 8 87 94.26 50.00 1.61 25.77 12.43 27.59 20.69 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 1.15 1.15 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 1.15 8.05 0.00 0.00 0.00 1.15 0.00 0.00 8.05 2.30 0.00 0.00 0.00 2.30
53223 36713355 Einfamilienhaus (freistehend) 169000.0 nan Neuwertig 3.0 96.0 380.0 2002 Brandenburg 12 nan nan nan nan nan nan 11 61 93.26 37.15 1.71 25.77 7.62 39.34 14.75 1.64 1.64 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 4.92 0.00 0.00 0.00 1.64 0.00 0.00 3.28 1.64 0.00 1.64 0.00 0.00
53224 36652956 Bauernhaus 2650000.0 nan Modernisiert 18.0 300.0 6000.0 2000 Florstadt 12 39.6 8753.0 4328.0 4425.0 221.0 nan 0 71 93.26 55.59 1.00 25.77 5.46 39.44 7.04 1.41 0.00 0.00 1.41 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 1.41 1.41 1.41 1.41 0.00 0.00 1.41 0.00 1.41 0.00 0.00
53225 35588847 Bauernhaus 109000.0 nan Renovierungsbedürftig 10.0 300.0 2000.0 1900 Bad 12 nan nan nan nan nan nan courtyard_estate 58 94.72 50.00 1.00 25.77 19.33 22.41 10.34 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 1.72 1.72 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 6.90 0.00 0.00 0.00 0.00 0.00 0.00 6.90 0.00 0.00 0.00 0.00 0.00

53226 rows × 74 columns

In [17]:
liwc3_merged = liwc2_merged.set_index('ID')

4. Dummifying categorical variables

This is necessary for the correlation and regression analysis. For each value of a categorical variable like "Objektzustand" (condition of the house), a new column is created with boolean values 0 = False and 1 = True.

In [18]:
dummydf = liwc3_merged

dummydf1 = pd.concat([dummydf, pd.get_dummies(dummydf['Typ'])], axis=1)
dummydf2 = pd.concat([dummydf1, pd.get_dummies(dummydf['Energieeffizienzklasse'])], axis=1)
dummydf3 = pd.concat([dummydf2, pd.get_dummies(dummydf['Objektzustand'])], axis=1)
dummydf4 = pd.concat([dummydf3, pd.get_dummies(dummydf['Baujahr'])], axis=1)
dummydf5 = pd.concat([dummydf4, pd.get_dummies(dummydf['Stadt'])], axis=1)
dummydf6 = pd.concat([dummydf5, pd.get_dummies(dummydf['Topic'])], axis=1)

dummydf_clean = dummydf6
dummydf_clean.head(3)
Out[18]:
Typ Kaufpreis Energieeffizienzklasse Objektzustand Anzahl_zimmer Wohnflaeche (in m²) Grundstueck (in m²) Baujahr Stadt timetosell Flaeche_km2 Einwohner Men Women Population_density Average_income Topic WC Analytic Clout Authentic Tone WPS Sixltr Dic ppron i we you shehe they affect posemo negemo anx anger sad social family friend female male cogproc insight cause discrep tentat certain differ percept see hear feel drives affiliation achieve power reward risk focuspast focuspresent focusfuture work leisure home money relig death informal swear netspeak assent nonflu Bauernhaus Besondere Immobilie Bungalow Burg/Schloss Doppelhaushälfte Einfamilienhaus (freistehend) Mehrfamilienhaus Reiheneckhaus Reihenmittelhaus Villa Wohnimmobilie (sonstige) nan A A+ B C D E F G H nan Abbruchreif Erstbezug Erstbezug nach Sanierung Gepflegt Modernisiert Nach Vereinbarung Neuwertig Renovierungsbedürftig Saniert Vollständig renoviert nan 1058 1070 1111 1195 1245 1254 1265 1299 1309 1340 1355 1390 1400 1411 1416 1423 1426 1439 1456 1470 1480 1489 1490 1492 1496 1500 1501 1502 1503 1504 1506 1509 1513 1520 1523 1527 1530 1533 1540 1542 1549 1550 1553 1555 1556 1557 1565 1568 1569 1570 1577 1578 1580 1581 1582 1584 1590 1595 1596 1599 1600 1601 1602 1604 1606 1608 1609 1611 1614 1615 1617 1618 1620 1621 1622 1623 1625 1626 1628 1630 1634 1635 1636 1637 1639 1640 1642 1644 1645 1646 1648 1650 1652 1653 1654 1655 1660 1665 1666 1667 1670 1672 1674 1679 1680 1682 1685 1686 1687 1688 1689 1690 1691 1692 1694 1696 1697 1698 1699 1700 1701 1703 1707 1708 1710 1711 1712 1713 1714 1715 1716 1719 1720 1721 1722 1724 1725 1726 1727 1728 1729 1730 1732 1733 1735 1736 1737 1738 1739 1740 1741 1742 1743 1744 1745 1746 1747 1749 1750 1751 1752 1753 1754 1755 1756 1757 1758 1759 1760 1761 1763 1764 1765 1766 1767 1768 1769 1770 1771 1772 1773 1774 1775 1776 1777 1778 1779 1780 1781 1782 1783 1784 1785 1786 1787 1788 1789 1790 1791 1792 1793 1794 1795 1796 1797 1798 1799 1800 1801 1802 1803 1804 1805 1806 1807 1808 1809 1810 1811 1812 1813 1814 1815 1816 1817 1818 1819 1820 1821 1822 1823 1824 1825 1826 1827 1828 1829 1830 1831 1832 1833 1834 1835 1836 1837 1838 1839 1840 1841 1842 1843 1844 1845 1846 1847 1848 1849 1850 1851 1852 1853 1854 1855 1856 1857 1858 1859 1860 1861 1862 1863 1864 1865 1866 1867 1868 1869 1870 1871 1872 1873 1874 1875 1876 1877 1878 1879 1880 1881 1882 1883 1884 1885 1886 1887 1888 1889 1890 1891 1892 1893 1894 1895 1896 1897 1898 1899 1900 1901 1902 1903 1904 1905 1906 1907 1908 1909 1910 1911 1912 1913 1914 1915 1916 1917 1918 1919 1920 1921 1922 1923 1924 1925 1926 1927 1928 1929 1930 1931 1932 1933 1934 1935 1936 1937 1938 1939 1940 1941 1942 1943 1944 1945 1946 1947 1948 1949 1950 1951 1952 1953 1954 1955 1956 1957 1958 1959 1960 1961 1962 1963 1964 1965 1966 1967 1968 1969 1970 1971 1972 1973 1974 1975 1976 1977 1978 1979 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 5410 5992 nan 26434 35216 39619 52379 52428 52531 73733 87600 88400 98593 A-Ebingen AHRENSBURG ALTENSTADT ALZEY Aachen Aachen-Kornelimünster Aachen-Walheim Aalen Aalen-Unterkochen Aalen-Wasseralfingen Aarbergen Abbenrode Abbesbüttel Abenberg Abensberg Absberg Abstatt Abtsgmünd Abtshagen Achern Achim Achim-Baden Achkarren Achmühle Achstetten Acht Achtelsbach Achterwehr Achtrup Adelberg Adelebsen Adelheide Adelheidsdorf Adelmannsfelden Adelsdorf Adelsheim Adelshofen Adelsried Adelzhausen Adenau Adenbüttel Adendorf Adenstedt Adlkofen Admannshagen-Bargeshagen Adorf Adorf/Vogtland Aebtissinwisch Aerzen Affalterbach Aglasterhausen Ahaus Ahaus-Ottenstein Ahaus-Wessum Ahausen Ahlbeck Ahlden Ahlen Ahlen-Vorhelm Ahlerstedt Ahlsdorf Ahnatal Ahnsbeck Ahnsen Aholfing Aholming Ahorn Ahorn-Berolzheim Ahornberg Ahrbrück Ahrensburg Ahrensbök Ahrensfelde Ahrensfelde-Blumberg Ahrenshagen Ahrenshagen-Daskow Ahrenshoop Ahrenviöl Ahrweiler Aicha Aichach Aichhalden Aichtal Aichtal-Neuenhaus Aichwald Aichwald-Schanbach Aidenbach Aidlingen Ailertchen Ailterchen Aindling Aistaig Aiterhofen Aitrach Aken Albbruck Albeck Albersdorf Albershausen Albersweiler Albertshofen Albingshausen Albisheim Albstadt Albstadt-Ebingen Albstadt-Lautlingen Albstadt-Onstmettingen Albstadt-Tailfingen Aldenhoven Aldersbach Aldingen Alfdorf Alfeld Alfeld(Leine) Alfeld-Brunkensen Alfeld/Leine Alfhausen Alflen Alfstedt Alfter Alfter-Impekoven Alfter-Oedekoven Alfter-Witterschlick Algermissen Alheim Alheim-Heinebach Aligse Alikendorf Allenbach Allendorf Allensbach Alleringersleben Allersberg Allershausen Alling Allmannshofen Allmendingen Allmersbach Allrode Allstedt Almersbach Alpen Alpenrod Alpirsbach Alsbach-Hähnlein Alsdorf Alsdorf-Blumenrath Alsdorf-Zopp Alsenz Alsfeld Alsheim Alsleben Alstätte Alt Alt-Glienicke Altbach Altbach-Losburg Altdorf Altdöbern Altefähr Alteglofsheim Alten-Buseck Altena Altenahr Altenau Altenbeken Altenberg Altenberge Altenbuch Altenburg Altendiez Altendorf Altenglan Altengottern Altenhausen Altenhof Altenholz Altenkessel Altenkirchen Altenkrempe Altenkunstadt Altenmarkt Altenmedingen Altenmünster Altenpleen Altenriet Altenstadt Altenstadt-Illereichen Altenstadt-Untereichen Altenstadt-Waldsiedlung Altensteig Altensteig-Wart Altenthann Altentreptow Altenwalde Alterkülz Alterkülz/Kastellaun Altfraunhofen Altgandersheim Altheim Altheim-Essenbach Althengstett Althengstett/Neuhengstett Althenstett Althornbach Althütte Althüttendorf Altingen Altjessnitz Altkalen Altlandsberg Altlay Altleiningen Altlußheim Altmannstein Altmannstein-Mendorf Altmärkische Altomünster Altranft Altrip Altshausen Altstadt Altstrelitz Altusried Altwigshagen Altötting Alzenau Alzey Alzey-Heimersheim Alzey-Weinheim Alzey-Worms Alzheim Am Amberg Amelinghausen Amerdingen Ammerbuch Ammersbek Ammerthal Amorbach Ampfing Ampfurt Ampleben Amstetten Amt Amöneburg Andechs Anderbeck Andernach Angelbachtal Angelburg Angelburg-Lixfeld Anger Angermünde Angersdorf Anhalt-Bitterfeld Anhausen Ankershagen Anklam Ankum Annaberg Annaberg-Buchholz Annaburg Annahütte Annweiler Anrode Ansbach Antdorf Antrifttal Antweiler Apelern Apen Apenburg Apensen Apfeldorf Apfeltrach Apolda Appel Appen Appenweier Appertshofen Archsum Arendsee Aresing Arft Argenbühl Argenschwang Argenthal Arkebek Armstorf Arnbruck Arneburg Arnsberg Arnsberg- Arnsberg-Arnsberg Arnsberg-Voßwinkel Arnschwang Arnsdorf Arnstadt Arnstein Arnstorf Arrach Arsten Artern Artern/Unstrut Artlenburg Arzbach Arzberg Arzfeld Asbach Asbach-Bäumenheim Aschaffenburg Aschau Ascheberg Ascheberg-Herbern Ascheffel Aschendorf Aschersleben Asendorf Aspenstedt Asperg Aspisheim Asslar Atenstadt Attendorn Attenhofen Attenkirchen Attenweiler Attenweiler-Rupertshofen Atzelgift Atzendorf Au Aubing Aubstadt Auderath Aue Aue- Aue-Bad Auen Auenwald Auerbach Auerbach/Vogtland Auernheim Auerswalde Auetal Auetal-Rehren Augsburg Augsburg-Bärenkeller Augustdorf Augustusburg Auhagen Aukrug Aulendorf Aulosen Auma Auma-Weidatal Aumühle Aurach Aurachtal Aurich Ausleben Auw Aventoft Averlak Axstedt Aying Ayl Aystetten Aßlar Aßlar-Ortsteil Aßlar-Werdorf B BAD BD-Öfingen BERLIN Baar Baar-Ebenhausen Baar-Oberbaar Babenhausen Babensham Bach Bacharach Bachhagel Backnang Bad Bad-Breisig Bad-Rippoldsau-Schapbach Badbergen Baddeckenstedt Badeborn Baden Baden-Baden Baden-Baden-Steinbach Baden-Württemberg Badendorf Badenweiler Badra Baesweiler Baesweiler-Beggendorf Baesweiler-Setterich Bahlingen Bahrdorf Bahrenborstel Bahretal Baienfurt Baierbach Baierbrunn Baiern Baiersbronn Baiersdorf Baindt Baldham Balesfeld Balge Balgheim Balingen Balingen-Dürrwangen Balingen-Frommern Balingen-Heselwangen Balingen-Zillhausen Balje Ballendorf Ballenstedt Ballhausen Ballrechten-Dottingen Balve Balzhausen Bamberg Bammental Bandau Bandekow Bandelin Bandenitz Bann Bannberscheid Bannewitz Barbing Barby Barchfeld-Immelborn Bardowick Barenburg Barendorf Bargau Bargenstedt Bargfeld-Stegen Bargischow Bargstall Bargstedt Bargteheide Bargum Barkenholm Barleben Barlt Barmke Barmstedt Barner Barnim-Wandlitz Barnin Barnitz Barnstädt Barntrup Barsbek Barsbüttel Barsinghausen Barsinghausen-Goltern Barsinghausen-Kirchdorf Barsinghausen-Langreder Bartenshagen Bartenshagen-Parkentin Barth Bartholomä Bartow Barum Baruth Baruth/Mark Barßel Basedow Bassenheim Bassum Basthorst Bastorf Battenberg Battweiler Baumholder Baunatal Bautzen Bayerbach Bayerfeld-Steckweiler Bayerisch Bayern Bayreuth Bebenhausen Bebra Becherbach Bechhofen Bechstedt-Wagd Bechtheim Beckdorf Beckedorf Beckeln Beckerwitz Beckingen Beckingen-Honzrath Beckingen-Saarfels Beckum BeckumBeckum Bedburg Bedburg-Grottenherten Bedburg-Hau Bedburg-Kaster Bedburg-Königshoven Beedenbostel Beelen Beelitz Beerfelden Beesenstedt Beeskow Beetzendorf Beetzsee Beggerow Behrensdorf Behrenshagen Behrenwalde Beidendorf Beidenfleth Beiersdorf Beiersdorf-Freudenberg Beierstedt Beilngries Beilrode Beilstein Beimerstetten Beindersheim Beinerstadt Beldorf Belgern Belgern-Schildau Belgernshain Belgershain Bell Bellenberg Bellheim Bellingen Belm Beltheim Beltheim-Frankweiler Belum Belzig Bempflingen Bendestorf Bendfeld Bendorf Bengel Benitatxell Benitz Benneckenstein Bennewitz Benningen Bensdorf Bensheim Bensheim-Gronau Benthe Bentwisch Bentzin Benz Beratzhausen Berching Berchtesgaden Berenbrock Berg Berg-Kempfenhausen Berg/Sibichhausen Berga Berge Bergen Bergenhausen Bergenhusen Bergfeld Bergheim Bergheim-Glessen Bergheim-Kenten Bergheim-Quadrath-Ichendorf Bergheim-Zieverich Berghülen Bergisch Bergisch-Gladbach Bergkamen Bergkamen- Bergkamen-Overberge Bergkirchen Berglen Bergneustadt Bergrheinfeld Bergsich Beringstedt Berk Berka/Werra Berkatal Berkenbrück Berkheim Berkholz-Meyenburg Berl.10 Berlichingen Berlin Berlin- Berlin-Alt-Hohenschönhausen Berlin-Altglienicke Berlin-Biesdorf Berlin-Blankenburg Berlin-Bohnsdorf Berlin-Buckow Berlin-Dahlem Berlin-Frohnau Berlin-Gropiusstadt Berlin-Heiligensee Berlin-Hellersdorf Berlin-Karolinenhof Berlin-Karow Berlin-Kaulsdorf Berlin-Kladow Berlin-Lichtenrade Berlin-Lichterfelde Berlin-Lichterfelde-Ost Berlin-Mahlsdorf Berlin-Mariendorf Berlin-Marzahn Berlin-Müggelheim Berlin-Neukölln Berlin-Niederschönhausen Berlin-Pankow Berlin-Rahnsdorf Berlin-Rudow Berlin-Spandau Berlin-Staaken Berlin-Steglitz Berlin-Tegel Berlin-Treptow Berlin-Wannsee Berlin-Zehlendorf Bermatingen Bermbach Bermel Bernau Bernburg Berndorf Berne Bernhardswald Bernitt Bernkastel Bernkastel-Kues Bernkastel-Wittlich Bernried Bernsdorf Bernstadt Bernstein Bernterode Berschweiler Bersenbrück Berthelsdorf Bertsdorf-Hörnitz Berumbur Berwangen Berzhahn Berzhausen Bescheid Besdorf Beselich Beselich-Obertiefenbach Beselin Besigheim Bessenbach Bestensee Bestwig Betheln Betteldorf Bettenfeld Bettingen Betzdorf Betzendorf Betzenweiler Betzigau Beuren Beutelsbach Bevern Beverstedt Beverungen Bexbach Bexbach-Frankenholz Bexbach-Höchen Biberach Biberbach Bibertal Bibertal-Bühl Biblis Bickenbach Bidingen Biebelried Biebelsheim Bieberehren Biebergemünd Biebergemünd-Bieber Biebergemünd-Lanzingen Biebertal Biebesheim Biedenkopf Biedenkopf-Eckelshausen Biedenkopf-Kombach Biedenkopf-Wallau Biederbach Biederitz Biedershausen Bielefeld Bielefeld-Quelle Bielefeld-Vlotho Biendorf Bienenbüttel Biere Biersdorf Biesdorf Bieselsberg Biesenthal Biessenhofen Bietigheim Bietigheim-Bissingen Bietigheim-Bissingen-Bietigheim Billerbeck Billigheim Billigheim-Allfeld Billigheim-Ingenheim Bilsen Bilshausen Bilzingsleben Bindlach Bingen Bingenheim Binnen Binsfeld Binz Binzen Bippen Birenbach Birgel Birgland Birken-Honigsessen Birkenau Birkenau- Birkenbeul Birkenfeld Birkenfeld-Gräfenhausen Birkenheide Birkenhördt Birkenwerder Birnbach Birstein Birstein-Lichenroth Bischberg Bischbrunn Bischoffen Bischofferode Bischofrod Bischofsgrün Bischofsheim Bischofsmais Bischofswerda Bisingen Bismark Bispingen Bispingen-Steinbeck Bissendorf Bitburg Bitterfeld Bitterfeld-Wolfen BitterfeldWolfen Bittkau Bitz Blaichach Blankenbach Blankenberg Blankenburg Blankenfelde Blankenfelde-Mahlow Blankenhagen Blankenhain Blankenheim Blankenheim-Lommersdorf Blankenheim-Rohr Blankenhof Blankenrath Blankensee Blankenstein Blaubach Blaubeuren Blaubeuren/OT Blaufelden Blaustein Bleckede Bleckenstedt Bleckhausen Bleialf Bleicherode Blekendorf Bliedersdorf Bliesdorf Blieskastel Blieskastel- Blindheim Blomberg Blowatz Blumberg Blumenholz Blunk Blösien Bobbau Bobengrün Bobenheim Bobenheim-Roxheim Bobenthal Bobingen Bobingen-Straßberg Bobritzsch Bobritzsch-Hilbersdorf Bobzin Bochin Bocholt Bocholt-Barlo Bochum Bochum-Dahlhausen Bochum-WAT-Höntrop Bockau Bockenau Bockenem Bockenem-Ortshausen Bockenheim Bockhorn Bockhorn-Ellenserdamm Bockhorst Bocksberg Bodelshausen Bodelwitz Bodenbach Bodenfelde Bodenkirchen Bodenmais Bodenwerder Bodenwöhr Bodman Bodman-Ludwigshafen Bodnegg Bodolz Bogen Bohmstedt Bohmte Boiensdorf Boitze Boitzenburg Boizenburg Boizenburg/Elbe Bokel Bokensdorf Bokholt Boksee Bolanden Boldekow Bollendorf Bollensen Bollewick Boltenhagen Bomlitz Bondorf Bongard Bonn Bonn-Bad Bonn-Beuel Bonn-Friesdorf Bonn-Lengsdorf Bonndorf Bonstetten Boock Bookholzberg Boos Boostedt Bopfingen Bopfingen/Ot Boppard Boppard-Weiler Borchen Bordesholm Boren Borgentreich Borgentreich-Bühne Borgentreich-Manrode Borgholzhausen Borgstedt Borgwedel Borken Borken-Burlo Borken-Gombeth Borkenwirthe/Burlo Borkheide Borkow Borkum Borkwalde Borler Born Borna Borne Bornhagen Bornheim Bornheim-Hersel Bornheim-Sechtem Bornhöved Bornstedt Borod Borrentin Borsdorf Borsfleth Borstel Borstel-Hohenraden Borstendorf Borstorf Borxleben Bosau Bosen Bosenbach Bosenbach-Friedelhausen Bothel Bottenbach Bottendorf Bottrop Bous Bovenden Boxberg Boxberg-Kupprichhausen Boxberg-Schwabhausen Boxberg-Untershüpf Braak Brachbach Brachtal Brachttal Brachwitz Brackel Brackenheim Brackenheim-Botenheim Brackenheim-Meimsheim Brackstedt Braderup Brahlstorf Brake Brakel Brakel-Hembsen Bramsche Bramstedt Bramstedtlund Brand Brand-Erbisdorf Brande-Hörnerkirchen Brandenburg Brandenburg-Beetzsee Brandis Brandscheid Brannenburg Branschweig Braubach Brauneberg Braunfels Braunfels-Tiefenbach Braunlage Braunsbach Braunsbedra Braunschweig Braunschweig-Hondelage Braunschweig-Mascherode Braunschweig-Watenbüttel Braunsdorf Braunshorn Brauweiler Brechen Brechen-Niederbrechen Breckerfeld Breddin Bredenfelde Bredstedt Breege Breese Breesen Brehna Breidenbach Breidenbach-Kleingladenbach Breidenbach-Wiesenbach Breiholz Breisach Breit Breitbrunn Breitenbach Breitenberg Breitenbrunn Breitenbrunn-Bedernau Breitenbrunn/Erzgeb. Breitenburg Breitenfeld Breitenfelde Breitengüßbach Breitenhagen Breitenthal Breitenworbis Breitnau Breitscheid Breitscheidt Breitungen Brekendorf Breklum Bremen Bremen-Kattenturm Bremen/Alt-Osterholz Bremen/Farge Bremen/Hastedt Bremen/Neue Bremen/Walle Bremerhaven Bremerhaven-Wulsdorf Bremervörde Brenken Brennberg Brensbach Brest Breternitz Bretleben Bretnig Bretnig-Hauswalde Bretten Bretten-Diedelsheim Brettin Bretzenheim Bretzfeld Breuberg Breuna Brevörde Breydin Brickeln Briedel Brielow Brieselang Brieskow-Finkenheerd Brietlingen Brietzig Brilon Brilon-Wald Britz Brockel Brockum Brodersby Broderstorf Brohl-Lützing Brokdorf Brokstedt Brombachtal Brombachtal/Böllstein Brome Bromskirchen Bronkow Brotterode-Trusetal Bruchertseifen Bruchhausen-Vilsen Bruchköbel Bruchmühlbach Bruchmühlbach-Miesau Bruchsal Bruchsal-Heidelsheim Bruchweiler Bruchweiler-Bärenbach Bruck Bruckberg Bruckmühl Brunaschweig Brunn Brunnen Brunnthal Brunow Brunsbek Brunsbek-Langelohe Brunsbüttel Bruschied Brusow Bräuningshof Bräunlingen Bröckel Brück Brücken Brüel Brüggen Brüggen-Born Brüggen-Bracht Brühl Brühl-Rohrhof Brünn Brüsewitz Brüssow Bubenheim Bubenreuth Bubesheim Bubsheim Buch Bucha Buchbach Buchberg Buchdorf Buchen Buchen-Bödigheim Buchen-Götzingen Buchen/Hettingen Buchenberg Buchenberg-Kreuzthal Buchet Buchholz Buchholz-Holm-Seppensen Buchholz-Trelde Buchloe Buchwalde Buckow Budenheim Buende Bugewitz Buggenhagen Buggingen Buggingen-Seefelden Buisdorf Bullay Bullendorf/ Bunde Bundenbach Bunsoh Burbach Burg Burg-Parchau Burg-Schartau Burgau Burgbrohl Burgbrohl-Lützingen Burgdorf Burgdorf-Ehlershausen Burgebrach Burgen Burgfarrnbach Burghaslach Burghaun Burghausen Burgheim Burgkirchen Burgkunstadt Burglengenfeld Burgoberbach Burgrieden Burgrieden-Rot Burgschwalbach Burgsolms Burgstall Burgstädt Burgthann Burgwald Burgwedel Burgwedel-Engensen Burgwindheim Burhave Burkardroth Burkardroth-OT Burkau Burkersdorf Burkhardtsdorf Burladingen Burladingen-Gauselfingen Burow Burscheid Burtenbach Buschhoven Buschmühlen Buschvitz Busdorf Buseck Busenberg Busenwurth Butjadingen Buttstädt Butzbach Butzow Buxheim Buxtehude Bächingen Bäk Bärenbach Bärenstein Bärnau Bärwalde Bärweiler Böbing Böbingen Böblingen Böbrach Böel Böhl-Iggelheim Böhlen Böhme Böhmenkirch Böklund Bönebüttel Bönen Bönnigheim Bönningstedt Börde-Hakel Bördeland Börger Börgerende Börgerende-Rethwisch Börnichen Börnicke Börnsen Börwang Börßum Bösel Böttingen Bötzow Büchel Büchen Büchenbach Büchenbeuren Büchlberg Bückeburg Bückeburg-Bergdorf Büddenstedt Büdelsdorf Büdingen Büdingen-Rohrbach Büdingen-Vonhausen Bühl Bühl-Stadtteil Bühlertal Bühlertann Bühlerzell Bühnsdorf Bühren Bünde Büren Bürgel Bürgeln Bürstadt Büschdorf Büschfeld Büsingen Büsum Büsumer Bütlingen Büttelborn Büttelborn-Worfelden Büttelkow Bütthard Bützow Caan Cadenberge Cadolzburg Calau Calbe Calberlah Calden Callbach Callenberg Calvörde Calw Calw-Stammheim Cambs Cammin Can Capdepera Capelle Cappeln Carlow Carlsberg Carlsfeld Carpin Casekow Castell Castrop Castrop-Rauxel Cavertitz Celle Celle-Klein Celle-Westercelle Cham Chemnitz Chieming Chorin Christgrün Christiansholm Clausen Clausthal Clausthal-Zellerfeld Claußnitz Cleebronn Clenze Cloppenburg Coburg Cochem Cochem-Zell Coesfeld Coesfeld-Lette Colbitz Colditz Collenberg Collenberg-Reistenhausen Colmberg Colmnitz Contwig Coppenbrügge Coppengrave Cornberg Coswig Cottbus Crailsheim Cramberg Cramonshagen Creglingen Cremlingen Creuzburg Creußen Crimmitschau Crinitz Crinitzberg Crispendorf Crivitz Crostau Crostwitz Crottendorf Cunewalde Cunnersdorf Cuxhaven Cuxhaven-Döse Cxuhaven Cämmerswalde Cölbe Cölpin Daaden Dabel Daberkow Dachau Dachsenhausen Dackenheim Dagebüll Dahlem Dahlem-Schmidtheim Dahlen Dahlenberg Dahlenburg Dahlewitz Dahlheim Dahme Dahme-Spreewald-Eichwalde Dahme-Spreewald-Teupitz Dahme/Mark Dahmen Dahn Dahnen Daisendorf Dalberg Dalheim Dalldorf Dallgow Dallgow-Döberitz Damendorf Damflos Damm Dammbach Damme Damp Damsdorf Damshagen Dankmarshausen Dannau Danndorf Dannenberg Dannenberg-OT Dannenbüttel Dannenfels Dannenwalde Dannewerk Dannstadt-Schauernheim Dansenberg Dardesheim Dargow Dargun Darlingerode Darmstadt Darmstadt-Dieburg Dasing Dassel Dassendorf Dassow Datteln Dattenberg Datzeroth Datzetal Daubach Daun Daun-Gillenfeld Dausenau Dautmergen DautphetaL Dautphetal Dauwelshausen Daxweiler Dechow Dedeleben Dedelstorf-Allersehl Deersheim Deesen Deggemdorf Deggendorf Deggenhausertal Deggenhausertal-Urnau Deggingen Deidesheim Deilingen Deimberg Deining Deiningen Deinste Deisenhofen Deisslingen-Lauffen Deizisau Deißlingen Delbrück Delingsdorf Delitzsch Dellfeld Delligsen Dellstedt Delmenhorst Delve Demen Demitz-Thumitz Demling-Großmehring Demmin Denkendorf Denklingen-Landsberg Denkte Densdorf Denstorf Dentlein Denzlingen Derben Derenburg Derental Dermbach Dernbach Dersau Derschen Dersekow Dersum Dertingen Dessau Dessau-Roßlau Dessau-Waldersee Dessau_Roßlau Dessow Detern Detmold Detmold- Detmold-Berlebeck Detmold-Hornoldendorf Dettelbach Dettelbach/Bibergau Dettenhausen Dettenheim Dettenheim-Liedolsheim Dettenheim/ Dettighofen Dettighofen-Baltersweil Dettingen Dettingen/Erms Dettmannsdorf Deuben Deuerling Deuselbach Deutsch Deutscheinsiedel Deutschland Deutschland-Hirschberg Deutschneudorf Dexheim Deyelsdorf Dhronecken Dickesbach Didderse Diebach Dieblich Dieburg Diedersdorf Diedesfeld Diedorf Diedorf-Lettenbach Diedrichshagen Diehsa Diekhof Diekholzen Diekusen-Fahrstedt Dielheim Dielmissen Diemelsee Diemelstadt Diemelstadt-Wrexen Diepenau Diepholz Diera-Zehren Dierbach Dierdorf Dierhagen Dierscheid Diesdorf Dieskau Diespeck Diessen Dietenheim Dietersburg Dietersheim Dieterskirchen Dietfurt Dietingen Dietmannsried Dietrichingen Dietzenbach Dietzhausen Dietzhölztal Dietzhölztal-Ewersbach Dietzhölztal-Rittershausen Diez Dießen Dill Dillenburg Dillenburg-Donsbach Dillenburg-Niederscheld Dillendorf Dillhausen Dillingen Dillingen/ Dillingen/Saar Dimbach Dingden Dingelstedt Dingelstädt Dingen Dingolfing Dinkelsbühl Dinkelscherben Dinklage Dinslaken Dintenhofen Dippach Dippmannsdorf Dippoldiswalde Dirmstein Dischingen Dissen Dissenchen Ditfurt Ditscheid Dittelbrunn Dittelsheim-Hessloch Dittelsheim-Heßloch Dittenheim Dittmannsdorf Ditzingen Ditzingen-Heimerdingen Ditzingen-Schöckingen Divitz-Spoldershagen Dobbeln Dobbertin Dobbin-Linstow Dobel Doberlug-Kirchhain Doberschau-Gaußig Doberschütz Dockweiler Dogern Dohma Dohna Dohren Dolgesheim Dollbergen Dollenchen Dollendorf Dollerup Dollnstein Dombühl Domersleben Dommitzsch Domsdorf Donaueschingen Donaustauf Donauwörth Donnersdorf Donsieders Donzdorf Dorf Dorfen Dorfhain Dorfprozelten Dormagen Dormagen-Rheinfeld Dorn-Dürkheim Dornburg Dornburg-Camburg Dornburg-Wilsenroth Dorndorf Dorndorf-Steudnitz Dornhan Dornhan-Marschalkenzimmern Dornstadt Dornstetten Dornstetten-Aach Dornum Dornumersil Dorsheim Dorstadt Dorsten Dorsten-Rhade Dortmund Dortmund-Bittermark Dortmund-Lütgendortmund Dortmund-Mitte Dotternhausen Drage Dragun Drais Drangstedt Dransfeld Dranske Drebach Drebkau Dreetz Drei Dreieich Dreieich-Dreieichenhain Dreieichenhain Dreifelden Dreiheide Dreikirchen Dreis-Brück Dreisen Drelsdorf Drensteinfurt Drensteinfurt-Walstedde Dreschvitz Dresden Drestedt Drewin Dreye Drieberg Driedorf Drispeth Drochtersen Drolshagen Droschka Droyßig Ducherow Duchroth Dudeldorf Dudenhofen Duderstadt Dudweiler Dudweiler-Herrensohr Duggendorf Duingen Duisburg Duisburg-Baerl Duisburg-Hochheide Dummerdorf Dummersdorf Dummerstorf Dungelbeck Dunningen Dunsum Dunum Dunzweiler Durmersheim Durmserheim Dutzow Dußlingen Dägeling Dähre-Bonese Dämelow Dänischenhagen Dänkritz Döbbersen Döbeln Döbern Döhlau Dölbau Döllstädt Dömitz Dörentrup Dörfles-Esbach Dörnberg Dörnitz Dörpen Dörpling Dörpstedt Dörpum Dörrenbach Dörscheid Dörth Dörverden/ Dörzbach Dötlingen Dülken Dülmen Dülmen-Buldern Dümmer Dümpelfeld Düngenheim Dünsen Dürbheim Düren Düren-Arnoldsweiler Düren-Birkesdorf Düren-Hoven Düren-Merken Dürmentingen Dürrenberg Dürrlauingen Dürrröhrsdorf-Dittersbach Dürrwangen Düsseldorf Düsseldorf-Flehe Düsseldorf-Hubbelrath Düsseldorf-Oberkassel Düsseldorf-Unterbach Düsseldorf-Wersten Düsseldorf-Wittlaer Düvier EICH EUPEN Ebelsbach Ebenhausen Ebensfeld Ebenweiler Eberbach Eberdingen Eberdingen-Nussdorf Eberfing Ebergötzen Eberhardzell Ebern Ebersbach Ebersbach- Ebersbach-Neugersdorf Ebersberg Ebersdorf Ebersried Ebersried/ Eberstadt Eberswalde Ebertshausen Ebertsheim Ebhausen Ebingen Ebrach Ebringen Ebsdorfergrund Ebstorf Echem Eching Echzell Echzell-Bingenheim Eckardroth Eckardtshausen Eckartsberga Eckelsheim Eckenroth Eckental Eckental-Eckenhaid Eckernförde Eckersdorf Eckersweiler Eckhorst Ecklak Eddelak Edemissen Edemissen-OT Edenkoben Edermünde Edermünde-Besse Edersleben Edertal Edertal-Kleinern Edesheim Edewecht Edger-Eller Ediger Ediger-Eller Edingen-Neckarhausen Edling Effeltrich Efringen-Kirchen Egeln Egelsbach Egenhausen Egenhofen Egestorf Eggebek Eggenfelden Eggenstedt Eggenstein Eggenstein-Leopoldshafen Eggenthal Eggersdorf Eggesin Eggingen Egglham Egglkofen Eggolsheim Eggstedt Eggstätt Eging Eglharting Egloffstein Eglofs Egmating Egweil Ehekirchen Ehekirchen-Weidorf Ehingen Ehlenz Ehlershausen Ehlscheid Ehningen Ehra Ehra-Lessien Ehrenkirchen Ehringshausen Ehringshausen-Daubhausen Ehringshausen-Katzenfurt Eibach Eibau Eibau-Neueibau Eibelstadt Eibenstock Eibenstock-Wildenthal Eich Eichberg Eichelhardt Eichenau Eichenbarleben Eichenberg Eichenbühl Eichendorf Eichenwalde Eichenzell Eichigt Eichstedt Eichstetten Eichstätt Eichwalde Eickendorf Eicklingen Eigeltingen Eilenburg Eilenstedt Eilsdorf Eilsleben Eime Eimeldingen Eimen Eimke Einbeck Einbeck-Greene Einbeck-Kreiensen Einbeck-Salzderhelden Einhausen Einselthum Einöllen Eiselfing Eisenach Eisenbach Eisenberg Eisenberg-Steinborn Eisenheim Eisenhüttenstadt Eisfeld Eisingen Eisleben Eislingen Eislingen/Fils Eiterfeld Eitorf Eitting Eixen Ekenis Elbe Elbe-Parey Elbe-Parey-Parey Elben Elbeu Elbingerode Elbtal Elbtal-Dorchheim Elchesheim-Illingen Elchingen Eldena Eldingen Elfershausen Elisenau Elkenroth Elleben Ellefeld Ellenz-Poltersdorf Ellerau Ellerbek Ellerhoop Ellern Ellgau Ellhofen Ellingen Ellingstedt Ellrich Ellwangen Elm Elmenhorst Elmenhorst-Kreis Elmenhorst/Lichtenhagen Elmshausen Elmshorn Elmstein Elpenrod Elpersbüttel Elscheid Elsdorf Elsdorf-Westermühlen Elsfleth Elsfleth-Moorriem Elskop Elsteraue Elsterberg Elsterheide Elsterwerda Elstheide Elstra Elterlein Eltmann Eltville Elverdissen Elversberg Elxleben Elz Elzach Elze Embsen Emden Emerkingen Emersacker Emkendorf Emlichheim Emlichheim/Grafschaft Emmelsbüll-Horsbüll Emmelshausen Emmendingen Emmendorf Emmenhausen Emmeningen Emmerich Emmerich-Elten Emmerich-Hüthum Emmering Emmerke Emmerthal Emmerting Emmerzhausen Emmingen Emmingen-Liptingen Empfingen Emsbüren Emsdetten Emseloh Emstek Endingen Endschütz Enge-Sande Engelbrechtsche Engelmannsreuth Engelsberg Engelsbrand Engelsbrand-Grunbach Engelsbrand-Salmbach Engelskirchen Engelthal Engen Enger Enger-Bustedt Engersen Engstingen Engstlatt Eningen Enkenbach Enkenbach-Alsenborn Enkirch Ennepetal Ennetach Ennigerloh Ensdorf Ense Ense-Bremen Ensheim Enspel Enzen Enzklösterle Epenwöhrden Epfach Epfach-Denklingen Epfenbach Epfendorf Eppelborn Eppelheim Eppenberg Eppenbrunn Eppendorf Eppenrod Eppertshausen Eppingen Eppingen-Rohrbach Eppishausen Eppstein Eppstein-Niederjosbach Erbach Erbach-Eltville Erbendorf Erbes-Büdesheim Erdeborn Erdesbach Erding Erdmannhausen Erdorf Erdweg Eresing Erfde Erftstadt Erftstadt-Friesheim Erftstadt-Gymnich Erftstadt-Köttingen Erftstadt-Lechenich Erfurt Erfurt-Büßleben Erfweiler Ergolding Ergoldsbach Erharting Ering Eriskirch Erkelenz Erkenbrechtsweiler Erkheim Erklenz Erkner Erkrath Erlabrunn Erlangen Erlangen-Tennenlohe Erlau Erlbach Erlenbach Erlenbach-Streit Erlenmoos Erlensee Erligheim Erlingen Ermsleben Erndtebrück Ernsgaden Erolzheim Erpel Erpolzheim Erwitte Erxleben Erzhausen Esch Esch/Auweiler Eschach Eschach-Holzhausen Eschau Eschau-Hobbach Eschborn Eschdorf Escheburg Eschede Eschelbronn Eschenbach Eschenburg Eschershausen Eschlkam Eschneburg Eschwege Eschweiler Eschweiler/Rhld. Esens Esgrus Eslarn Eslohe Espelkamp Espenau Essel Esselborn Essen Essen-Bredeney Essen-Rüttenscheid Essenbach Essenheim Essenrode Essingen Esslingen Estedt Estenfeld Esterwegen Estorf Etschberg Ettenheim Ettenheim-Ettenheimweiler Etting Ettlingen Ettringen Etzbach Etzelwang Eulenbis Eurasburg Euskirchen Euskirchen-Stotzheim Eutin Eutingen Eußenheim Eußerthal Eversen Eversmeer Everswinkel Evessen Extertal Eydelstedt Eyendorf Eystrup Eßweiler Fahrdorf Fahren Fahrenbach Fahrenzhausen Faid Falkenberg Falkenberg/ Falkenberg/Elster Falkenfels Falkenhain Falkenrehde Falkensee Falkenstein Falkenstein-Vogtland Falkenstein/Harz Falkenstein/Vogtland Farchant Fargau Farnstädt Farschweiler Farsleben Farven Faulenhorst Faßberg Fehmarn Fehrbellin Feilitzsch Feldafing Feldatal Feldberg Feldberg-Falkau Feldberger Feldkirchen Feldkirchen-Westerham Felixsee Fellbach Fellen Fellheim Felsberg Ferchland Ferdinandshof Fernwald Fernwald-Steinbach Ferschweiler Feucht Feuchtwangen Feusdorf Fichtelberg Fichtenau Fichtenau-Unterdeufstetten Fichtenberg Fichtenwalde Fichtwald Filderstadt Filsen Filsum Fincken Finkenbach-Gersweiler Finne Finnentrop Finning Finsing Finsterbergen Finsterwalde Fintel Firrel Fischach Fischbach Fischbachau Fischbachtal Fischen Fischerbach Fischerhude-Quelkhorn Fischingen Fitzen Flacht Fladungen Flammersfeld Flechtingen Fleckeby Flein Flemlingen Flenbsburg Flensburg Flensburg/Krusau Fleringen Flessenow Flieden Flieth-Stegelitz Flintbek Flintsbach Floh Floh-Seligenthal Flomborn Flonheim Florstadt Florstadt-Stammheim Floss Floß Fluorn-Winzeln Fluterschen Flußbach Flöha Flörsbachtal Flörsbachtal-Lohrhaupten Flörsheim Flörsheim-Dalsheim Fockbek Fohren-Linden Font Forbach Forchheim Forchtenberg Forheim Forst Forst/Lausitz Forstinning Fouquettin Framersheim Frammersbach Frankelbach Frankenau Frankenbach Frankenberg Frankenberg/ Frankenberg/Eder Frankenberg/Sa. Frankenblick Frankendorf Frankeneck Frankenhain Frankenhardt Frankenheim Frankenstein Frankenthal Frankenthal-Eppstein Frankfurt Frankfurt-Nied Frankleben Frankreich-Schoeneck Frankweiler Franzburg Frauenberg Frauenneuharting Frauensee Frauenstein Frauenwald Fraureuth Frechen Frechen- Frechen-Königsdorf Freckenfeld Freden Fredenbeck Fredersdorf Fredersdorf-Vogelsdorf Fredesdorf Frei-Laubersheim Freiberg Freiburg Freiburg-St. Freidorf Freienbrink Freiensteinau Freienwill Freigericht Freihalden Freihung Freilassing Freilingen Freimersheim Freinsheim Freisen Freising Freistett Freital Freital-Pesterwitz Frellstedt Fremdingen Freren Fresendorf Frestedt Freudenberg Freudenberg-Rauenberg Freudenburg Freudenstadt Freudental Freyburg Freystadt Freyung Frickenhausen Frickenhausen-Linsenhofen Frickhofen Frickingen Fridingen Fridolfing Friedberg Friedeburg Friedelhausen Friedelsheim Friedenweiler Friedewald Frieding Friedland Friedrichroda Friedrichsdorf Friedrichshafen Friedrichshof Friedrichshofen Friedrichsholm Friedrichskoog Friedrichskoog-Spitze Friedrichsruhe Friedrichstadt Friedrichsthal Frielendorf Friesack Friesenhagen Friesenheim Friesenhofen Friesoythe Friolzheim Frittlingen Fritzlar Frohburg Frohnau Frohnhofen Frohnlach Fronhausen Frontenhausen Frose Frst Fränkisch-Crumbach Fröndenberg Fröndenberg/Ruhr Fröttstädt Fuchsstadt Fuchstal Fuerstenfeldbruck Fuhlendorf Fuhlendorf-Bodstedt Fulda Fuldabrück Fuldatal Fuldatal-Simmershausen Furth Furtwangen Fußgönheim Fußgönnheim Föckelberg Föhren Förderstedt Förste/Ostrode Fünfseen Fünfstetten Fürstenau Fürstenberg Fürstenberg-Lichtenfels Fürstenberg/Havel Fürstenfeldbruck Fürstenwalde Fürstenwalde/Spree Fürstenwerder Fürstenzell Fürstenzell-Engertsham Fürth Fürth-Stadeln Füssen GM-Hütte Gaberndorf Gablenz Gablingen Gabsen Gachenbach Gackenbach Gadebusch Gadeland Gager Gaggenau Gaggenau-Ottenau Gaiberg Gaienhofen Gaildorf Gailingen Gaimersheim Galenbeck Gallentin Gallin-Kuppentin Gallinchen Gallmersgarten Galmsbüll Gammelin Gammelsdorf Gammelshausen Gammertingen Gammertingen-Neufra Ganderkesee Gangelt Gangelt-Birgden Gangelt-Schierwaldenrath Gangkofen Ganzig Garbsen Garbsen-Altgarbsen Garbsen-Horst Garbsen-Osterwald Garching Gardelegen Garding Garlstorf Garmisch-Partenkirchen Garrching Garrel Garrel-Beverbruch Gars Garstedt Gartow Garz Garz/Golm Gatersleben Gattendorf Gau Gau-Algesheim Gau-Bickelheim Gau-Bischofsheim Gau-Odernheim Gauern Gaugrehweiler Gaukönigshofen Gauting Gauting-Stockdorf Gebehofen Gebhardshain Gebroth Gechingen Gedern Geeste Geesthacht Geestland Geestland-Elmlohe Geestland-Langen Gefell Gefrees Gehlberg Gehrde Gehrden Gehrweiler Geich Geichlingen Geiersthal Geilenkirchen Geilenkirchen-Stadt Geilnau Geinsheim Geisa Geiselbach Geiselhöring Geiselwind Geisenfeld Geisenhausen Geisenheim Geisfeld Geisig Geising Geisingen Geislingen Geislingen-Aufhausen Geislingen-Erlaheim Geithain Geithain-Wickershain Gelbensande Geldern Gelhnausen Gellershausen Gelnhausen Gelnhausen-Hailer Gelnhausen-Höchst Gelnhausen-Meerholz Gelsenkirchen Gelsenkirchen-Buer Geltendorf Gelting Gemeinde Gemmingen Gemmingen-Stebbach Gemmrigheim Gemünd Gemünden Genderkingen Gengenbach Genhodder Gensingen Genthin Georgenberg Georgenthal Georgsdorf Georgsmarienhütte Gera Gera-Langenberg Gera-Wolfsgefärth Geraberg Gerabronn Gerach Gerbach Gerbershausen Gerbstedt Geretsried Gerichshain Geringswalde Gerlingen Germaringen Germaringen-Obergermaringen Germering Germering/Unterpfaffenhofen Germersheim Germersheim-Sondernheim Gernrode Gernsbach Gernsbach-Hilpertsau Gernsheim Geroldsgrün Gerolsbach Gerolsheim Gerolstein Gerolstein-Oos Gerolzhofen Gersdorf Gersfeld Gersheim Gerstetten Gerstetten-Heuchlingen Gersthofen Gerstungen Gerswalde Gerwisch Gerzen Geschendorf Gescher Gescher-Hochmoor Geschwenda Gesees Geseke Geseke-Eringerfeld Gessertshausen Gestratz Gettorf Gevelsberg Gevenich Gevensleben Geversdorf Gexberg Geyer Gieboldehausen Giekau Gielde Gielert Gielow Giengen Giersleben Giesen Gießen Gießen-Rödgen Gießübel Gifhorn Gifhorn-Wilsche Gifhorn/Kästorf Gilching Gildehaus Gillenfeld Gilserberg Gimbsheim Gimbweiler Gingen Gingst Ginsheim-Gustavsburg Ginsweiler Girkenroth Gladbach Gladbeck Gladbeck-Zweckel Gladenbach Glaisin Glan-Münchweiler Glandorf Glasau Glashuetten Glashütte Glashütte-Johnsbach Glashütte-Niederfrauendorf Glashütten Glashütten-Oberems Glattbach Glatten Glauburg Glauchau Gleichen Gleina Gleisweiler Gleiszellen-Gleishorbach Gletzow Glewitz Glienicke Glienicke- Glienicke-Nordbahn Glienicke/Nordbahn Glinde Glindenberg Glonn Glottertal Glowe Glücksburg Glückstadt Gmund Gnarrenburg Gnissau Gnoien Gnutz Goch Goch-Hassum Gochsheim Godelhausen Goe. Gohrisch Gokels Golchen Goldbach Goldbeck Goldberg Goldelund Goldenstedt Goldkronach Gollenberg Gollmenz Goltoft Golzow Golßen Gomadingen-Wasserstetten Gomaringen Gommern Gommersheim Gonbach Gondelsheim Gondenbrett Gondershausen Gonna Gonzerath Goosefeld Gorden-Staupitz Gorleben Gornau Gornsdorf Gorsleben Gortz Gorxheimertal Gosda Gose Gosheim Goslar Goslar-Immenrode Goslar-Jerstedt Goslar-Oker Goslar-Wiedelah Goslar/Lengde Gossersweiler-Stein Gotha Gottenheim Gottesgabe Gotteszell Gotthun Gottmadingen Gottmadingen-BIETINGEN Graal-Müritz Grabau Graben Graben-Neudorf Grabenstetten Grabow Grabowhöfe Grafenau Grafenberg Grafengehaig Grafenhausen Grafenrheinfeld Grafhorst Grafing Grafling Grafrath Grafschaft Grainau Grambow Grammelow Grammentin Grammetal Gramzow Grande Gransebieth Gransee Granzin Grapzow Grasberg Grasbrunn Grasellenbach Grasellenbach-Hammelbach Grasellenbach-Wahlen Grasleben Grassau Grauel Grauting Grebenau Grebenhain Grebenstein Grebin Greding Grefrath Grefrath-Oedt Greifenberg Greifenstein Greifenstein-Ulm Greifswald Greimerath Greimersburg Greiz Gremersdorf Grenderich Grenzach- Grenzach-Wyhlen Gresse Grettstadt Greven Grevenbroich Grevenbroich-Gustorf Grevenbroich-Hemmerden Grevenkop Grevesmühlen Grevesmühlen/Büttlingen Gribbohm Grieben Griebenow Gries Griesheim Griesingen Griesstätt Grimburg Grimma Grimmen Grobengereuth Groitzsch Gronau Gronau-Epe Grossefehn Grosselfingen Grossenstein Grossinzemoos Grosslittgen Groß Groß-Bieberau Groß-Gerau Groß-Gerau/ Groß-Gerau/Berkach Groß-Rohrheim Groß-Umstadt Groß-Zimmern GroßRosenburg Großaitingen Großalmerode Großbadegast Großbartloff Großbeeren Großbettlingen Großbothen Großbottwar Großbreitenbach Großbundenbach Großderschau Großdubrau Großdöbschütz Großefehn Großenaspe Großenbrode Großeneder Großenehrich Großengottern Großenhain Großenhof Großenkneten Großenlüder Großenlüder-Bimbach Großenrade Großensee Großenstein Großenwiehe Großerlach Großerlach-Liemersbach Großerlach-Schönbronn Großhabersdorf Großhansdorf Großharrie Großharthau Großharthau-Seeligstadt Großheide Großheirath Großhennersdorf Großheubach Großholbach Großkarlbach Großkayna Großkoschen Großkrotzenburg Großkugel Großkühnau Großlittgen Großlohra Großmaischeid Großmehring Großmühlingen Großnaundorf Großneuhausen Großniedesheim Großolbersdorf Großostheim Großostheim-OT Großostheim-Wenigumstadt Großpaschleben Großpostwitz Großpösna Großpösna-Güldengossa Großrosseln Großrosseln-Emmersweiler Großrosseln-St. Großräschen Großröhrsdorf Großrössen Großschirma Großschwabhausen Großschweidnitz Großschönau Großsolt Großsteinberg Großthiemig Großtreben Großvargula Großwallstadt Großweil Großwoltersdorf Großzschocher Großzössen Grub Grube Grubnow Gruibingen Grumbach Grundhof Grundshagen Gräfelfing Gräfenberg Gräfendorf Gräfenhain Gräfenhainichen Gräfenhausen(Birkenfeld) Gräfenthal Gräfentonna Grävenwiesbach Grävenwiesbach-Heinzenberg Gröbenzell Gröden Gröditz Grömbach Grömitz Gröningen Grönwohld Grüna Grünbach Grünberg Gründau Grünebach Grüneberg Grünenbach Grünewald Grünhain-Beierfeld Grünhainichen Grünheide Grünkraut Grünow Grünsfeld Grünstadt Grünstadt-Sausenheim Grünthal Grünwald Gschwend Gschwend-Mittelbronn Gstadt Guben Gudendorf Gudensberg Gudow Guldental Gummersbach Gummersbach-Derschlag Gumperda Gumtow Gundelfingen Gundelsheim Gundersweiler Gunningen Guntersblum Gunzenhausen Gusborn Gusow-Platkow Gustow Gutenacker Gutenberg Gutengermendorf Gutenzell Gutenzell-Hürbel Gutmadingen Guttenberg Gutweiler Guxhagen Gyhum Gädheim Gägelow Gärtringen Gäufelden Göda Göggingen Göhrde-Schmardau Göhren Göhren-Lebbin Göllheim Göllin Gönnersdorf Gönnheim Göpfersdorf Göppingen Görgeshausen Görisried Görkwitz Görlitz Görlitz/ Görsbach Görwihl Görzke Gösenroth Gössnitz Göttelborn Göttingen Gößnitz Gößweinstein Güglingen Güglingen-Eibensbach Güllesheim Gülze Gülzow Gülzow-Prützen Gülzow-Prüzen Günstedt Güntersen Güntersleben Günthersbühl Günz Günzburg Güsen Güssefeld Güsten Güster Güstrow Gütenbach Gütersloh Gützkow HAMBURG HERNE-SODINGEN HEUSWEILER Haag Haag/Amper Haan Haan-West Haar Haarbach Habenhausen Habichtswald Hachenburg Hackenheim Hadamar Hademstorf Haferungen Hage Hagen Hagen-Dahl Hagen/Lohme Hagenbach Hagenburg Hagenbüchach Hagenheim Hagenow Hagermarsch Hagnau Hahausen Hahn Hahnenklee-Bockswiese Hahnheim Hahnstätten Hahnweiler Haibach Haidmühle Haiger Haiger-Flammersbach Haiger-Langenaubach Haigerloch Haigerloch-Trillfingen Haigerloch-Weildorf Haimendorf Haimhausen Haimhausen-Oberndorf Haiming Haina Hainau Hainburg Hainewalde Hainfeld Hainichen Hainsfarth Haiterbach Haiterbach-Oberschwandorf Hakenstedt Halbe Halbemond Halberstadt Halblech Haldensleben Haldenwang Halen Halenbeck-Rohlsdorf Halfing Hallbergmoos Halle Halle-Blumenau Halle-Dautzsch Halle-Dölau Halle-Frohe Halle-Hunzen Halle-Reideburg Halle/S. Halle/West. Hallenberg Hallerndorf Hallig Hallstadt Halsbrücke Halstenbek Haltern Haltingen Halver Hambach Hambergen Hambrücken Hamburg Hamburg-Bergedorf Hamburg-Bergstedt Hamburg-Duvenstedt Hamburg-Heimfeld Hamburg-Iserbrook Hamburg-Klein Hamburg-Marienthal Hamburg-Marmstorf Hamburg-Niendorf Hamburg-Poppenbüttel Hamburg-Rahlstedt Hamburg-Schnelsen Hamburg-Stellingen Hamburg-Wilstorf Hamburg/Nienstedten Hambühren Hamdorf Hamel Hameln Hameln-Halvestorf Hameon Hamfelde Hamlen Hamm Hammah Hammelbach Hammelburg Hammelburg-Untererthal Hammelburg-Westheim Hammerbrücke Hammersbach Hamminkeln Hamminkeln-Brünen Hamweddel Hanau Hanau-Grossauheim Hanau-Steinheim Handeloh Handewitt Hanerau Hanerau-Hademarschen Hangeweiher Hanhofen Hankensbüttel Hann. Hann.-Münden Hannover Hannover-Bothfeld Hannover-Mühlenberg Hannover-Oststadt Hannover-Waldhausen Hannover-Wettbergen Hannoversch Hanroth Hansestadt Hanshagen Hanstedt Hanstorf Happurg Harburg Hardebek Hardegsen Hardthausen Haren Hargesheim Harmsdorf Harmstorf Harpstedt Harra Harras Harrislee Harschbach Harsefeld Harsewinkel Harsleben Harsum Hartau Hartenfels Hartenholm Hartenstein Hartha Harthausen Hartheim Hartkirchen Hartmannsdorf-Reichenau Harxbüttel Harxheim Harz Harzgerode Harzgerode/ Harztor Hasbergen Hasborn Hasel Haselau Haselbach Haselbachtal Haseldorf Haselünne Haselünne-Bückelte Hasenkrug Hasenmoor Haslach Hasloh Hassel Hasselberg Hasselfelde Hasselroth Hassendorf Haste Hastenrath Hatten Hatten-Sandkrug Hattenhofen Hattersheim Hattersheim-Eddersheim Hattersheim-Okriftel Hattert Hattingen Hattorf Hattstedt Hattstedtermarsch Hatzenbühl Hatzenport Hatzfeld Hatzfeld- Hatzum Hauenstein Haundorf Hauneck Haunetal Haunstetten Hauptstuhl Hausach Hausbay Hausen Hausham Hauteroda Hauzenberg Havelberg Havelsee Haverlah Havetoft Havetoftloit Havixbeck Hayingen Hayingen-Münzdorf Haßbergen Haßfurt Haßloch Haßmersheim Hebertshausen Hechingen Hechingen-Sickingen Hechingen-Weilheim Hechthausen Hecklingen Heddert Heddesbach Heddesheim Hedeper Heede Heek Heemsen Heere Heeslingen Heeslingen-Boitzen Heeßen Hefersweiler Hehlen Heide Heideck Heidekamp Heidelberg Heidelberg-Ziegelhausen Heidelberg/Schlierbach Heidelshem Heiden Heidenau Heidenburg Heidenheim Heidenhem Heidenrod Heidenrod-Huppert Heidenrod-Watzelhain Heidesee Heidesheim Heidesheim/Obrigheim Heidgraben Heidmühlen Heigenbrücken Heikendorf Heilberscheid Heilbronn Heilbronn-Biberach Heilenbach Heiligenberg Heiligendorf Heiligengrabe Heiligenhafen Heiligenhagen Heiligenhaus Heiligensee Heiligenstadt Heiligenstedten Heiligenstedtenerkamp Heiligkreuzsteinach Heilsbronn Heimbach Heimbach-Hausen Heimbach-Vlatten Heimbach-Zentralort Heimbuchenthal Heimburg Heimenkirch Heimertingen Heimsheim Heimweiler Heinade Heinbockel Heinersreuth Heiningen Heinrichsort Heinrichswalde Heinsberg Heinsberg-Aphoven Heinsberg-Dremmen Heinsberg-Kempen Heinsberg-Oberbruch Heinsberg-Unterbruch Heinsberg-Waldenrath Heinzenberg Heinzenhausen Heist Heitersheim Helbedündorf Helbra Heldburg Heldenstein Heldrungen Helferskirchen Helgoland Hellenhahn-Schellenberg Hellenthal Hellenthal-Miescheid Hellertshausen Hellingen Hellwege Helmbrechts Helmstadt-Bargen Helmstedt Helsa Helsa-Eschenstruth Heltersberg Helvesiek Hemau Hemer Hemeringen Hemhofen Hemmendorf Hemmenhofen Hemmersheim Hemmingen Hemmingen-Arnum Hemmingen-Westerfeld Hemmingstedt Hemmoor Hemsbach Hemsbünde Hemslingen Henau Henfenfeld Hengersberg Henneberg Hennef Hennef-Heisterschoß Hennef-Kurscheid Hennef-Uckerath Hennigsdorf Hennstedt Hennweiler Henstedt Henstedt-Ulzburg Hentern Hepberg Heppenheim Hepstedt Herbertingen Herbitzheim Herbolzheim Herborn Herborn-Seelbach Herbrechtingen Herbrechtingen-Bolheim Herbstein Herdecke Herdorf Herdwangen-Schönach Herford Herforst Hergershausen Hergisdorf Heringen Heringhausen Heringsdorf Herl Herleshausen Hermannsburg Hermersberg Hermeskeil Hermsdorf Hermsdorf-Seyde Herne Herne-Wanne Herold Heroldsbach Heroldsberg Heroldstatt Heroldstatt-Ennabeuren Herren-Sulzbach Herrenberg Herrieden Herrischried Herrnburg Herrngiersdorf Herrnhut Herrsching Hersbruck Herschbach Herschberg Herschbroich Herschdorf Herscheid Herschweiler-Pettersheim Hersruck Herten Herxheim Herxheim-Hayna Herxheimweyher Herzberg Herzberg/Elster Herzebrock Herzebrock-Clarholz Herzfelde Herzhorn Herzlake Herzogenaurach Herzogenrath Herzogenrath-Kohlscheid Herzogentum Hesel Hespe Hespert-Reichshof Hessen Hesseneck Hessheim Hessisch Hestedt Hetlingen Hettenleidelheim Hettenshausen Hettersheim Hettingen Hettstedt Heubach Heuchelheim Heuchelheim-Klingen Heuchlingen Heuderber Heuerßen Heukewalde Heumaden Heusenstamm Heusweiler Heyerode Heyrothsberge Heßheim Hiddenhausen Hiddensee Hilchenbacg Hilchenbach Hildburghausen Hilden Hilders Hildesheim Hildesheim-Moritzberg Hildesheim-Neuhof Hildesheim-Ochtersum Hildesheim-West Hilgermissen Hilgert Hilgertshausen Hilgesdorf Hille Hillensberg Hillerse Hillersleben Hillesheim Hillscheid Hilpoltstein Hilst Hilter Hilzingen Himbergen Himmelkron Himmelpforten Himmighofen Hindorf Hinsdorf Hinte Hinterhermsdorf Hintermeilingen Hinterschmiding Hintersee Hinterweidenthal Hinterzarten Hinzert-Pölert Hinzweiler Hirrlingen Hirschaid Hirschau Hirschbach Hirschberg Hirschfeld Hirschfelde Hirschhorn Hirschthal Hirten Hirzenhain Hittbergen Hitzacker Hitzhofen Hobeck Hochborn Hochdonn Hochdorf Hochdorf-Assenheim Hochheim Hochheim-Massenheim Hochkirch Hochscheid Hochspeyer Hochstadt Hochstetten-Dhaun Hochstätten Hochtaunuskreis Hockenheim Hockweiler Hodenhagen Hodorf Hof Hofbieber Hofen Hoffeld Hofgeismar Hofheim Hofheim-Diedenbergen Hofkirchen Hohberg Hohe Hohen Hohenahr Hohenahr-Erda Hohenaspe Hohenau Hohenberg Hohenbocka Hohenbollentin Hohenbrunn Hohenbrunn-Riemerling Hohendodeleben Hohendorf Hohendubrau Hohenfelde Hohenfels Hohenfels-Esingen Hohenfels-Essingen Hohenfinow Hohenfurch Hohenhameln Hohenhenningen Hohenkirchen Hohenleuben Hohenlinden Hohenlockstedt Hohenmocker Hohenmölsen Hohenpeißenberg Hohenprießnitz Hohenroda Hohenroth Hohensaaten Hohenselchow Hohenstadt Hohenstein Hohenstein- Hohenstein-Ernstthal Hohenstein-Meidelstetten Hohentengen Hohentengen-Günzkofen Hohenthann Hohenwart Hohenwestedt Hohenwutzen Hohenöllen Hohewisch Hohn Hohndorf Hohne Hohnstein Hohnstorf Hohwacht Hoisdorf Hoitlingen Holdenstedt Holdorf Holenberg Holle Holle-Sottrum Holleben Hollenbek Hollendorf Hollenstedt Holler Hollern-Twielenfleth Hollfeld Hollingstedt Hollnseth Hollstadt Holste Holsthum Holt Holtgast Holtland Holtsee Holungen Holzappel Holzbach Holzdorf Holzen Holzerode Holzgerlingen Holzgünz Holzhausen Holzheim Holzkirch Holzkirchen Holzmaden Holzminden Holzwickede Homberg Homburg Homburg-Einöd Homburg-Kirrberg Honburg Honzrath Hoof Hoogstede Hoort Hopfen Hoppegarten Hoppstädten Hoppstädten-Weiersba Hoppstädten-Weiersbach Hopsten Horath Horb Horb-Altheim Horb-Isenburg Horb-Mühlen Horb-Neckar Horb-Nordstetten Horbach Horgau Horgenzell Horhausen Horka Horn- Horn-Bad Hornbach Hornbek Hornberg Hornburg Horneburg Hornhausen Hornow Horrweiler Horst Horstedt Horstmar Hosena Hosenfeld Hoya Hoyerswerda Hoym Hoßkirch Huchenfeld Huckstorf Hude Huglfing Huisheim Hummelshain Hummeltal Hummetroth Humptrup Hundorf Hundsbach Hungen Hupperath Hurlach Hurth Husby Husum Hutthurm Hutzfeld Huy Häg-Ehrsberg Hägerfelde Hähnichen Härtensdorf Häsen Höbeck Höchen Höchenschwand Höchheim Höchst Höchstadt Höchstenbach Höchstädt Höckel Höckendorf Höfchen Höfen Höfer Högel Högersdorf Höhbeck Höheinöd Höheischweiler Höhenkirchen-Siegertsbrunn Höhenland Höhn Höhndorf Höhr Höhr-Grenzhausen Höltinghausen Hönningen Hönow Höpfigheim Höpfingen Hörden Hördt Hörgertshausen Hörnum Hörselberg-Hainich Hörsingen Hörstel Hörstel-Bevergern Hörstel-Riesenbeck Hörup Hörzhausen Hösbach Höslwang Hövelhof Höxter Höxter-Albaxen Höxter-Fürstenau Hübingen Hückelhoven Hückelhoven-Baal Hückelhoven-Brachelen Hückelhoven-Doveren Hückelhoven-Kleingladbach Hückelhoven-Ratheim Hückeswagen Hüde Hüffelsheim Hüffenhardt Hüffler Hüfingen Hühnstetten-Limbach Hülben Hüllerup Hüllhorst Hülsede Hümmerich Hünfeld Hünfelden Hünfelden-Kirberg Hünfelden-Mensfelden Hünfelden-Ohren Hünstetten Hünstetten-Görsroth Hünstetten-Wallrabenstein Hünxe Hüpstedt Hürtgenwald Hürtgenwald-Gey Hürtgenwald-Vossenack Hürth Hürth-Berrenrath Hürup Hütschenhausen Hüttblek Hüttenberg Hüttenberg-Reiskirchen Hüttenfeld Hüttenrode Hütterscheid Hüttisheim Hüttlingen Ibach Ibbenbüren Ichenhausen Icking Idar-Oberstein Idstein Idstein-Eschenhahn Iffeldorf Iffezheim Ifta Igensdorf Igersheim Iggingen Igling Ihlienworth Ihlow Ihlowerfehn Ihrlerstein Ilberstedt Ilbesheim Ilfeld Illerich Illertissen Illingen Illschwang Ilmenau Ilmenau-Manebach Ilmenau/Manebach Ilmmünster Ilmtal Ilmtal-Weinstraße Ilmünster Ilsede Ilsede- Ilsede-OT Ilsede-Oberg Ilsede-Ölsburg Ilsenburg Ilsfeld Ilshofen Ilvesheim Immendingen Immenhausen Immenstadt Immerath Impfingen Imsweiler Inchenhofen Inden Industristr Ingelfingen Ingelheim Ingendorf Ingersheim Ingersleben Ingolstadt Ingolstadt-Gerolfing Ingolstadt-Unterbrunnenreuth Innernzell Innernzell-Hilgenreith Inning Inningen Insel Insheim Inzell Inzigkofen Inzigkofen-Vilsingen Iphofen Irmtraut Irrel Irsch Isen Isenburg Isenbüttel Iserlohn Iserlohn-Hennen Isernhagen Ismaning Isny Isny/Allg. Ispringen Isselbach Isselburg Isselburg-Anholt Isselburg-Werth Issigau Issum Isterberg Itterbeck Ittlingen Itzehoe Itzgrund Itzstedt Iven Ivenack Ivenack-Weitendorf Ivenrode Jade Jade-Sehestedt Jagel Jagsthausen Jagstzell Jahnsdorf Jahnsdorf/Erzgebirge Jandelsbrunn Jardelund Jarmen Jatznick Jeckenbach Jembke Jemgum Jena Jengen Jerichow Jerichow-Brettin Jersbek Jersleben Jerxheim Jesberg Jesenwang-Pfaffenhofen Jesewitz Jessen Jessewitz Jessin Jesteburg Jestetten Jettenbach Jettingen Jettingen-Scheppach Jetzendorf Jevenstedt Jever Jeßnigk Jeßnitz Joachimsthal Jockgrim Johannesberg Johanngeorgenstadt Johanniskirchen Johnsbach Jonsdorf Jork Jossgrund Juist Julbach Juliusburg Jungingen Jävenitz Jördenstorf Jörl Jübar Jübek Jüchen Jüchen-Garzweiler Jüchen-Gierath Jüchen/ Jückelberg Jülich Jülich-Güsten Jülich-Koslar Jünkerath Jürgenshagen Jürgenstorf Jüterbog Jütrichau KAARST KAISERSESCH KAISERSESCH/NÄHE KEMBERG KETTERSHAUSEN KL-Siegelbach Kaaks Kaarst Kaarst-Büttgen Kabelsketal Kadenbach Kahl Kahla Kahrstedt Kaiser-Wilhelm-Koog Kaiserlautern Kaiserlsautern Kaisersesch Kaiserslautern Kaisheim Kakau Kakerbeck Kaköhl Kalbe Kalbsrieth Kalchreuth Kalefeld Kalenborn Kalkar Kalkar-Appeldorn Kalkhorst Kalkofen Kall Kall-Anstois Kall-Golbach Kalletal Kalletal-Tevenhausen Kallmünz Kalt Kaltenkirchen Kaltenlengsfeld Kaltennordheim Kaltensundheim Kaltenwestheim Kamen Kamen-Methler Kamen-Mitte Kamenz Kamern Kamin Kammeltal Kammerforst Kammerstein Kamminke Kamp-Bornhofen Kamp-Lintfort Kampen Kamsdorf Kandel Kandel-Minderslachen Kandern Kannawurf Kanp-Lintfort Kappel-Grafenhausen Kappeln Kappelrodeck Kapsweyer Karbach Karben Karby Kareth Karlsbad Karlsbad-Ittersbach Karlsbad-Langensteinbach Karlsdorf Karlsfeld Karlshagen Karlshausen Karlshuld Karlskron Karlsruhe Karlsruhe-Grötzingen Karlstadt-Gambach Karlstein Karlum Karow Karrenzin Karsbach Karslruhe Karstädt Karwitz Kasbach-Ohlenberg Kasel Kassel Kassel-Forstfeld Kastel Kastel-Staadt Kastellaun Kastl Kastorf Katlenburg-Lindau Kattenhorn Katzenelnbogen Katzow Katzweiler Katzwinkel Kaub Kaufbeuren Kaufering Kaufungen Kaulsdorf Kauxdorf Kayhude Kehl Kehl-Goldscheuer Kehnert Keitum Kelberg Kelbra Kelheim Kelkheim Kelkheim-Fischbach Kell Kellenbach Kellenhusen Kellinghusen Kellmünz Kelsterbach Keltern Kemberg Kemmern Kemnath Kemnath-Zwergau Kempen Kempen-St. Kempenich Kempten Kempten-Allgäu Kentzlin Kenz Kenzingen Kerken Kerken-Nieukerk Kernen Kerpe-Blatzheim Kerpen Kerpen-Blatzheim Kersbach Kerzenheim Kesselsdorf Kessin Kestert Ketsch Kettenheim Kettenkamp Kettershausen Kettig Ketzin Kevelaer Kevelaer-Winnekendonk Kicklingen Kiedrich Kieferselden Kiefersfelden Kiel Kienberg Kieritzsch Kierspe Kindelbrück Kindenheim Kinderbeuern Kindsbach Kinheim Kipfenberg Kippenheim Kirburg Kirch Kirchardt Kirchberg Kirchbrack Kirchdorf Kirchehrenbach Kirchen Kirchenlamitz Kirchenpingarten Kirchentellinsfurt Kirchenthumbach Kirchgellersen Kirchhain Kirchhain-Kleinseelheim Kirchham Kirchhausen Kirchheim Kirchheim-Hasberg Kirchheim/Neckar Kirchheimbolanden Kirchhundem Kirchlengern Kirchlinteln Kirchschönbach Kirchseelte Kirchseeon Kirchspiel Kirchtimke Kirchwald Kirchzarten Kirchzell Kirf Kirkel Kirkel-Altstadt Kirkel-Limbach Kirn Kirrweiler Kirschfurt Kirschroth Kirschweiler Kirtorf Kisdorf Kisselbach Kissenbrück Kissing Kittlitz Kitzingen Kitzscher Kißlegg Kl. Kladow Klamp Klanxbüll Klausdorf Klausen Kleeth Kleetzke Klein Klein-Gerau Kleinaitingen Kleinblittersdorf Kleinblittersdorf-Auersmacher Kleinblittersdorf-Bliesransbach Kleinbottwor Kleinbreitenbach Kleinburgwedel Kleindemsin Kleines Kleinfurra Kleinglattbach Kleinheubach Kleinich Kleinkmehlen Kleinlangheim Kleinleipisch Kleinliebringen Kleinmachnow Kleinmaischeid Kleinmühlingen Kleinopitz Kleinostheim Kleinsteinhausen Kleinwallstadt Kleinwolmsdorf Kleinzschachwitz Klettgau Klettwitz Kletzin Kleve Kleve-Donsbrüggen Kleve-Keeken Kleve-Materborn Klingenberg Klingenberg- Klingenbrunn Klingenmünster Klingenthal Klinken Klipphausen Klockenhagen Kloschwitz Kloster Klosterfelde Klosterlechfeld Klostermansfeld Kluis Kluse Kläden Klötze Klötze-Kusey Klüden Klüsserath Klütz Kneitlingen Knittlingen Knoop-Labach Knopp Knopp-Labach Knorrendorf Knöringen Knüllwald Kobern-Gondorf Koblenz Kobrow Kochel Kodersdorf Kohlberg Kohlscheid Kohren-Sahlis Kolbermoor Koldenbüttel Kolkwitz Kollig Kollmar Kollow Komptendorf Konken Konradsreuth Konstanz Konz Konz-Könen Konzell Kopp Koppatz Korbach Korlingen Kornelimünster Korntal-Münchingen Kornwestheim Korschenbroich Korswandt Kosel Koserow Kossa Kossau Kottenheim Kottmar Kottmarsdorf Kottweiler-Schwanden Koßdorf Krackow Kraftisried Kraftsdorf Kraiburg Kraichtal Kraichtal-Münzesheim Krailling Krakow Kranenburg Kranenburg-Frasselt Kranenburg-Mehr Kranenburg-Niel Kranenburg-Nütterden Kranenburg-Schottheide Kranenburg-Wyler Kranenburg-Zyfflich Kranichfeld Kranzberg Krastel Kratzeburg Krauchenwies Krauschwitz Krausnick Krautheim Krayenberggemeinde/Dorndorf Krebeck Krefeld Krefeld-Bockum Krefeld-Hüls Krefeld-Inrath Krefeld-Oppum Krefeld-Traar Krefeld-Verberg Kreiensen Kreimbach-Kaulbach Kreis Kreischa Kreischa-Gombsen Krembz Kremkau Kremmen Kremnitzaue Krempdorf Krempe Kremperheide Krems Kressbronn Krettnich Kreuth Kreuth-Oberhof Kreuth-Scharling Kreuzau Kreuzfeld Kreuztal Kreuzwertheim Krickenbach Kriebitzsch Kriebstein Kriegsfeld Krien Kriftel Krippehna Kritzmow Kritzow Krombach Kronach Kronau Kronberg Kronberg-OT Kronburg Kronprinzenkoog Kronsgaard Kronshagen Kropp Kroppach Kroppenstedt Krostitz Krostitz-Krensitz Krottelbach Kruckow Kruft Kruge Krumbach Krumbach-Edenhausen Krumbach-Niederraunau Krumhermersdorf Krummendeich Krummesse Krummhörn Krummhörn-Pewsum Krummhörn/Loquard Krummin Krummwisch Krumpa Krumstedt Krähenberg Kröpelin Kröppelshagen Kröslin Kröv Kröv-Kövenig Kublank Kubschütz Kuchelmiß Kuchen Kuddewörde Kuden Kuhardt Kuhfelde Kuhlen Kuhlhausen Kuhsdorf Kukuk Kulmain Kulmbach Kumhausen Kummer Kummerfeld Kupferberg Kupferzell Kuppenheim Kuppingen Kurort Kusel Kusey Kusterdingen Kutenholz Kutzenhausen-Agawang Kyffhäuserland Kyllburg Kyritz Käbschütztal Kägsdorf Käshofen Köditz Ködnitz Köfering Köhlen Köhn Köhra Kölleda Kölln-Reisiek Köln Köln-Altstadt-Nord Köln-Höhenhaus Köln-Innenstadt Köln-Junkersdorf Köln-Lindenthal Köln-Lövenich Köln-Rath/Heumar Köln-Weiß Köln-Zündorf Kölpinsee Köngen Köngernheim Köngiswinter Königheim Königlutter Königs Königs-Wusterhausen Königsbach Königsbach-Stein Königsberg Königsbronn Königsbronn-Zang Königsbrunn Königsbrück Königsdorf Königsee Königsee-Rottenbach Königsfeld Königshain Königshain-Wiederau Königshein-Wiederau Königshorst Königshütte Königslutter Königsmoos Königsmoos-Untermaxfeld Königstein Königstein-Mammolshain Königswalde Königswinter Königswinter-Ittenbach Könnern Körchow Körle Kösching Köthen Kötterichen Kötz Kößlarn Kühbach Kühlenhagen Kühlungsborn Kühsen Külsheim Külsheim-Uissigheim Kümbdchen Kümmersbruck Künzell Künzell-Pilgerzell Künzelsau Künzelsu Küps Kürnach Kürnbach Kürten Kürten-Eichhof Küsel Küssaberg Küsten Küsten-OT Küstriner LINSENGERICHT Laage Laar Laatzen Laatzen-Rethen Laberweinting Laboe Lachen Lachen-Speyerdorf Lachendorf Ladbergen Ladelund Ladenburg Laer Laeven Laffeld Lage Lahn Lahn- Lahn-Dill-Kreis Lahnau Lahnstein Lahntal Lahntal-Caldern Lahr Lahr-Langenwinkel Lahr-Sulz Lahr/Schwarzwald Lahr/Schwarzwald-Lahr Lahstedt Laichingen Laichingen-Feldstetten Laichingen-Suppingen Laiz Lalendorf Lalling Lam Lambertsberg Lambrecht Lambsborn Lambsheim Lamerdingen Lampertheim Lampertheim-Hofheim Lampertheim-Rosengarten Lampertswalde Lampringe Lamspringe Lamstedt Lancken Lancken-Dranske Lancken-Granitz Landau Landau-Dammheim Landesbergen Landolfshausen Landsberg Landsberg-Gollma Landscheid Landshut Landshut-Auloh Landshut/Achdorf Landstuhl Landsweiler-Reden Landwehr Langballig Langballigau Langburkersdorf Langdorf Langeln Langelsheim Langelsheim-Lautenthal Langen Langenargen Langenau Langenaundorf Langenbach Langenberg Langenbrettach Langenburg Langendamm Langendembach Langendernbach Langendorf Langendorf-OT Langeneichstädt Langenenslingen Langenenslingen-Billafingen Langenfeld Langenhagen Langenhahn Langenhanshagen Langenhorn Langenleuba-Niederhain Langenlonsheim Langenpreising Langenscheid Langenselbold Langensendelbach Langenstein Langenweißbach Langenwetzendorf Langenzenn Langerringen Langerwehe Langfurth Langgöns Langhagen Langlingen Langquaid Langscheid Langstedt Langsur Langsur-Wasserbilligerbrück Langula Langwedel Langwedel-Etelsen Langweid Lanke Lanz Lappersdorf Lasbek Lassan Lassentin Lastrup Latdorf Latendorf Lathen Laubach Lauben Lauben-Frickenhausen Laubenheim Laubusch Laucha Lauchhammer Lauchheim Lauchringen Lauda- Lauda-Königshofen Lauda-Königshofen-Unterbalbach Laudenbach Lauenau Lauenburg Lauenburg/Elbe Lauenhagen Lauenstein Lauf Laufach Laufen Laufenburg Laufenburg-Stadenhausen Laufersweiler Lauffen Lauingen Laumersheim Laupheim Laupheim-Bihlafingen Laupheim-Obersulmetingen Lauscha Lauta Lauter Lauter-Bernsbach Lauterach Lauterbach Lauterbach-Rudlos Lauterbach-Wallenrod Lauterecken Lauterhofen Lauterstein Lautert Lautertal Lautertal- Lautertal-Elmshausen Lautrach Lautzenbrücken Laußig Lawalde Lawalde-Kleindehsa Lebach Lebach-Alschbach Lebach-Aschbach Lebach-Gresaubach Lebach-Landsweiler Lebach-Thalexweiler Lebehn Lechbruck Leck Leegebruch Leer Leerstetten Leezdorf Leezen Legau Legden Lehe Lehesten Lehesten- Lehmen Lehmkuhlen Lehnitz Lehnstedt Lehrberg Lehre Lehrensteinsfeld Lehrte Lehrte-Ahlten Leibertingen Leiblfing Leichlingen Leidersbach Leienkaul Leiferde Leimbach Leimbach-Gilgenbach Leimen Leimersheim Leinburg Leinde Leinefelde-Worbis Leinfelden-Echterdingen Leingarten Leiningen Leinsweiler Leinzell Leipheim Leipzig Leipzig-Althen Leipzig-Baalsdorf Leipzig-Großzschocher Leipzig-Leutzsch Leipzig-Liebertwolkwitz Leipzig-Thekla Leipzig-Wahren Leisnig Leitzkau Leiwen Lelm Lemberg Lembruch Lemgo Lemgow Lemnitz Lemwerder Lendsiedel Lengede Lengefeld Lengenfeld Lengerich Lengfeld Lenggries Lennestadt Lenningen Lensahn Lentföhrden Lenting Lenzen Lenzkirch Lenzkirch-Raitenbuch Leonberg Leopoldshagen Leopoldshöhe Letschin Lettweiler Leuba Leuben Leuben-Schleinitz Leubnitz Leubsdorf Leun Leun-Biskirchen Leuna Leupoldsgrün Leutenbach Leutenberg Leuterod Leutersdorf Leutershausen Leutesdorf Leutkirch Levens Leverkusen Libbenichen Lich Lichte Lichtenau Lichtenau-Blankenrode Lichtenau/OT Lichtenberg Lichtenberg/Erzgeb. Lichtenfels Lichtenfels-Trieb Lichtenow Lichtenstein Lichtenstein-Göllesberg Lichtentanne Lichtenwald Liebenau Liebenburg Liebenburg-Dörnten Liebenburg-Groß Liebenwalde Lieberose Liebschützberg Liebstadt Liederbach Lienen Liensfeld Liepe Liepen Liepgarten Lierschied Liesenich Lieser Lilienthal Limbach Limbach-Krumbach Limbach-Oberfrohna Limburg Limburg-Lindenholzhausen Limburg-Linter Limburg-Weilburg Limburgergof Limburgerhof Limeshain Limmritz Linau Lind Lindau Lindau-Insel Lindberg Linden Lindenau Lindenberg Lindenfels Lindenfels-Winterkasten Lindern Lindetal Lindetal-Plath Lindewerra Lindewitt Lindheim Lindhorst Lindlar Lindow Lindstedt Lindwedel Lingen Lingen-Altenlingen Lingen-Ramsel Lingenfeld Lingerhahn Linkenheim-Hochstetten Linnich Linnich-Boslar Linnich-Ederen Linsburg Linsengericht Linstow Lintig Linz Lippetal Lippetal-Lippborg Lippstadt Lisberg Lisdorf Lissendorf List Litzendorf Lobbach Lobbe Lobenfeld Loburg Lochhausen Lochum Lockstedt Lockwisch Loddin Loffenau Lohbarbek Lohberg Lohe Lohe-Föhrden Lohe-Rickelshof Lohfelden Lohklindt Lohmar Lohme Lohmen Lohne Lohnsfeld Lohr Lohra Lohrbach Lohsa Loiching Loiching/Kronwieden Loit Loitz Lollar Lollschied Lommatzsch Longkamp Lonnig Lonsee Lonsheim Loose Lorch Lorchhausen Lorsch Losheim Losheim-Bergen Losheim-Britten Lossa Lossatal Lossatal/ Lossburg Lostau Lotte Lottstetten Loxstedt Loxstedt-Nesse Loxstedt-Ueterlande Loßburg Lubmin Lucka Luckau Luckenbach Luckenwalde Luckow Ludendorf Ludorf Ludwigsau Ludwigsburg Ludwigschorgast Ludwigsfelde Ludwigshafen Ludwigshafen-Mundenheim Ludwigshafen-Oggersheim Ludwigshafen-Rheingönheim Ludwigshafen-Ruchheim Ludwigshöhe Ludwigslust Ludwigsstadt Ludwigsthal Ludwigswinkel Lug Lugau Lugau/Erzgeb. Luhe-Wildenau Luhnstedt Lunden Lunzenau Lupburg Lustadt Lutherstadt Lutherstaft Lutter Lutzerath Lutzerathe Lutzhorn Lützen Lychen Lägerdorf Lähden Löbau Löbejün Löbnitz Löchgau Löcknitz Lödderitz Löderburg Löf Löffingen Löffingen-Reiselfingen Löhlbach Löhnberg Löhne Löhnhorst Löllbach Löningen Löningen-Borkhorn Lörrach Lörrach- Lörzweiler Lösnich Löwenberg Löwenberger Löwenstein Lößnitz Lübars Lübbecke Lübben Lübbenau Lübbenau/Spreewald Lübberstedt Lübeck Lübeck-Dänischburg Lübeck-Travemünde Lübow Lübs Lübtheen Lübz Lüchow Lückendorf Lüdenscheid Lüder Lüderitz Lüdersdorf Lüdershagen Lüdinghausen Lüerdissen Lügde Lügde-Elbrinxen Lühburg Lühmannsdorf Lüneburg Lünen Lünen-Gahmen Lünne Lünten Lürschau Lüssow Lütau Lütetsburg Lütjenburg Lütjenholm Lütjensee Lütjenwestedt Lütow Lüttenmark Lüttgenrode Lütz Lützelbach Lützen Lützenbach Lützow MERZIG Maasbüll Maasen Maasholm Machern Mackenbach Magdeburg Magdeburg-Ottersleben Magstadt Mahlberg Mahlow Mahlsdorf Mahlstetten Mahlwinkel Mahlzow Maichingen Maikammer Main-Taunus-Kreis Mainaschaff Mainburg Mainburg-Sandelzhausen Mainburg/Unterempfenbach Mainhardt Mainhardt-Ammertsweiler Mainhausen Mainleus Maintal Maintal-Bischofsheim Mainz Mainz-Bingen Mainz-Bretzenheim Mainz-Finthen Mainz-Gonsenheim Mainz-Kastel Mainz-Kostheim Mainz-Laubenheim Mainz-Lerchenberg Maisach Maitenbeth Malberg Malborn Malchin Malchow Malchow-Inselstadt Malente Malente-Krummsee Malgersdorf Mallersdorf-Pfaffenberg Malliß Malow Malsburg-Marzell Malsch Malsch-Waldprechtsweier Malsch-Waldprechtsweiler Malsch/Waldprechtsweier Malschwitz Malschwitz/ Malsfeld-Beiseförth Malterdingen Mammendorf Mamming Manching Mandel Mandelbachtal Mandern Manderscheid Mannheim Mannheim-Feudenheim Mannheim-Friedrichsfeld Mannheim-Seckenheim Mannheim-Waldhof Mannheim-Wallstadt Mannweiler-Cölln Mansfeld Mantel Manubach Marbach Marburg March Margetshöchheim Marienberg Marienberg-OT Marienborn Marienfließ Marienhafe Marienhagen Marienheide Marienmünster Marienrachdorf Marienthal Marienwerder Maring-Noviand Marisfeld Mark Markdorf Markersdorf Markgröningen Markkleeberg Markkleeberg-Auenhain Marklkofen Marklohe Markneukirchen Markranstädt Markransädt Markt Marktgraitz Marktheidenfeld Marktl Marktleugast Marktoberdorf Marktredwitz Marktschellenberg Marktsteft Marktzeuln Marl Marloffstein Marlow Marmagen Marne Marnitz Maroldsweisach Marpingen Marquartstein Marsberg Marsberg- Marsberg-Bredelar Marsberg-Essentho Marschacht Marschalkenzimmern Martenroth Martensrade Martfeld Martinroda Martinshöhe Martinstein Marxen Marxheim-Gansheim Marxzell Marzhausen Marzling Masburg Maselheim-Sulmingen Massenbachhausen Massenhausen Masserberg Masserberg/ Massing Mastershausen Mattsies Matzenbach Mauchenheim Mauer Mauern Maulbronn Mauth Maxdorf Maxen Maxhütte-Haidhof Maxhütte-Haudhof Maxsain Mayen Mayen-Koblenz Mayschoss Maßweiler Mechelgrün Mechernich Mechernich-Eicks Mechernich-Kommern Mechernich-Roggendorf Mechernich-Wachendorf Mechterstädt Meckel Meckenbeuren Meckenheim Meckenheim-Merl Meckenheim/Kottenforst Meckesheim Medard Meddersheim Meddewade Medebach Medebach-Küstelberg Medebach-Medelon Medelby Medow Meeder Meerane Meerbeck Meerbsuch Meerbusch Meerbusch-Bösinghoven Meerbusch-Strümp Meerfeld Meersburg Meersburg-Riedetsweiler Meggerdorf Mehlbach Mehle Mehlingen Mehltheuer Mehren Mehring Meiling Meine Meine-Wedesbüttel Meinersdorf Meinersen Meinerzhagen Meineweh Meinhard Meiningen Meisburg Meisenheim Meitingen Meitingen-Ostendorf Meißen Meißenheim Meißner Melbeck Melchow Meldorf Melle Mellenbach Mellendorf Mellensee Mellenthin Mellingen Mellinghausen Mellrichstadt Melsbach Melsdorf Melsungen Melsungen-Günsterode Melsungen-Röhrenfurth Melz Memmingen Memmingen-Amendingen Memmingerberg Menden Mendig Mengen Mengen-Ennetach Mengerschied Mengersgereuth-Hämmern Mengerskirchen Mengerskirchen-Dillhausen Menslage Menteroda Meppen Merbelsrod Merching Merchweiler Merenberg Mering Merkers Merklingen Merseburg Mertloch Merxheim Merzalben Merzdorf Merzen Merzenich Merzig Merzig-Hilbringen Merzig-Stadt Merzkirchen Meschede Meschede-Berge Meschede-Grevenstein Mescherin Mesekenhagen Mesekenhagen/OT Mespelbrunn Messel Messingen Mestlin Metelen Metelsdorf Metten Mettendorf Mettenheim Metterich Mettingen Mettlach Mettlach-Orscholz Mettmann Mettweiler Metzdorf Metzingen Metzingen-Neuhausen Metzkausen Meudt Meusegast Meuselbach-Schwarzmühle Meuselwitz Meyenburg Meyn Meßkirch Meßkirch-Menningen Meßstetten Meßstetten-Heinstetten Michelau Michelbach Michelfeld Michelstadt Michelstadt-Steinbach Michendorf Middelhagen Midlum Miehlen Mielkendorf Miellen Miesbach Mietingen Mihla Milbitz Mildenau Mildstedt Millen Millienhagen-Oebelitz Milmersdorf Milow-Kastorf Milow-Krinitz Milower Miltenberg Mindelheim Mindelzell Minden Minden-Kutenhausen Mintraching Mirow Misburg Missen-Wilhams Mistelgau Mistorf Mittelangeln Mittelbiberach Mittelbrunn Mitteleschenbach Mittelherwigsdorf Mittelnkirchen Mittelstenahe Mittelstennahe Mittelstetten Mittelstrimmig Mittenaar Mittenwalde Mitterfels Mittergars Mitterskirchen Mitterteich Mitterwöhr Mittweida Mitwitz Mixdorf Mochau Mockrehna Modautal Modautal-Brandau Moers Moers-Schwafheim Mogendorf Mohlsdorf Mohrkirch Moisburg Molbergen Molfsee Mollhagen Molmerswende Moltzow Monheim Monreal Monschau Monschau-Höfen Monschau-Imgenbroich Monschau-Mützenich Monsheim Montabaur Monzelfeld Monzenfeld Monzingen Moordorf Moorenweis Moormerland Moormerland-Warsingsfehn Moorrege Moos Moosbach Moosbeuren Moosburg Moosinning Moosthening Moosthenning Moosthenning/Dornwang Morbach Morbach-Bischofsdhron Morbach-Gonzerath Morbach-Hinzerath Morbach-Merscheid Morbach-Wederath Morgenröthe-Rautenkranz Moringen Moritzburg Morsbach Morschen Morshausen Morsum Mosbach Moselkern Mossautal Mottschieß Much Mucheln Mudau Mudau-Steinbach Mudau-Ünglert Mudenbach Mudersbach Mudershausen Mudestausee Muggensturm Mulda Mulda/Sachsen Muldenhammer Muldestausee Mulfingen Mulsum Mundelsheim Munderkingen Munkbrarup Munkmarsch Munster Murg Murnau Murr Murrhardt Murrhardt-Steinberg Muschenried Mussbach Musterstadt Mutlangen Mutterschied Mutterstadt Mutzschen Mylau Mz-Bretzenheim Mähring Märkisch Märkisch-Oderland-Hoppegarten Märkisch-Oderland-Neuenhagen Märkische Möckern Möckmühl Möckmühl-Züttlingen Mögglingen Möhnesee Möhnesee-Körbecke Möllenbeck Möllenhagen Mölln Mölschow Mölsheim Mömbris Mömlingen Möncgengladbach Mönchberg Mönchengladbach Mönchengladbach-Großheide Mönchengladbach-Rheydt Mönchengladbach-Wickrath Mönchenholzhausen Mönchgut Mönchhagen Mönchsdeggingen Mönchsroth Mönchweiler Mönkeberg Mönkebude Mönkhagen Mönkloh Mönsheim Mörfelden Mörfelden-Walldorf Möringen Mörlen Mörlenbach Mörlenbach-Bonsweiher Mörsbach Mörschied Mörsdorf Mörsfeld Möschwitz Möser Mössingen Mössingen-Öschingen Möthlow Mötzingen Mücheln Mücka Mücke Mücke-Sellnrod Müden Mügeln Müglitztal Mühl Mühlacker Mühlacker-Dürrmenz Mühlacker-Mühlhausen Mühlberg/Elbe Mühldorf Mühlen Mühlenbach Mühlenbeck Mühlenbecker Mühlendorf-Kreuzschuh Mühlhausen Mühlhausen-Ehingen Mühlhausen/Thüringen Mühlheim Mühlingen Mühltal Mülheim Mülheim-Kärlich Mülheim-Saarn Mülhheim-Kärlich Müllenbach Müllheim Müllrose Mülsen Münchberg Müncheberg Münchehofe München München-Aubing München-Pasing-Obermenzing Münchhausen Münchsmünster Münchsteinach Münchweiler Münchweiler/ Mündersbach Münklingen Münnerstadt Münsing Münsing-Ammerland Münsingen Münster Münster-Angelmodde Münster-Gelmer Münster-Handorf Münster-Hiltrup Münster-Sarmsheim Münster-Wolbeck Münsterappel Münsterdorf Münsterhausen Münsterland Münstermaifeld Münstermaifeld-Lasserg Münzenberg Mürlenbach Müsch Müssen NEUBURG NW-Lachen-Speyerdorf Nabburg Nachrodt-Wiblingwerde Nackenheim Nagel Nagold Nagold-Hochdorf Nagold-Pfrondorf Nahetal-Waldau Nahrendorf Naila Nalbach Namborn Nandlstadt Nannhausen Nanzdietschweiler Nassau Nassenfels Nassenheide Nastätten Nattenheim Nattheim Nauen Nauheim Naumburg Naundorf Naunhof Nauort Nauroth Nazza Naßweiler Nebel Nebra Neckar-Odenwald-Kreis Neckarbischofsheim Neckargemünd Neckargemünd-Dilsberg Neckargerach Neckarsteinach Neckarsulm Neckartailfingen Neckartenzlingen Neckarwestheim Neckarzimmern Neddemin Nedlitz Neef Neenstetten Neetze Neetzka Neetzow Negast Negernbötel Nehlitz Nehms Nehmten/OT Nehren Neidenbach Neidenfels Neidenstein Neidlingen Neitersen Neißeaue Neißemünde Nellingsheim Nempitz Nemsdorf-Göhrendorf Nenndorf Nennhausen Nentershausen Neresheim Neresheim-Elchingen Neroth Nersingen Nerzweiler Neschwitz Nesse Nesselwang Nessendorf Nessetal Netphen Nettelsee Nettersheim Nettersheim- Nettersheim-Marmagen Nettetal Nettetal-Lobberich Netzeband Netzschkau Neu Neu-Anspach Neu-Eichenberg Neu-Isenburg Neu-Ulm Neu-Ulm-City Neu-Ulm-Reutti Neualbenreuth Neubartelshagen Neubeckum Neuberend Neuberg Neubeuern Neubiberg Neubrandenburg Neubukow Neubulach Neuburg Neudenau Neudenau-Herbolzheim Neudietendorf Neudrosselfeld Neue Neuenburg Neuenbürg Neuendeich Neuendorf-Heide Neuendorf/ Neuenfelde Neuengörs Neuenhagen Neuenhaus Neuenhofe Neuenkirchen Neuenkirchen-Vörden Neuenmarkt Neuenrade Neuenstadt Neuenstein Neuenstein- Neuenthal Neuerburg Neuerkirch Neufahrn Neufeld Neuferchau Neuffen Neufinsing Neufra Neufunnixsiel Neugersdorf Neugraben Neuhardenberg Neuharlingersiel Neuhaus Neuhausen Neuhausen-Hamberg Neuhausen/Erzgebirge Neuhausen/Spree Neuhemsbach Neuhof Neuhofen Neuhäusel Neuhütten Neukalen Neukamperfehn Neukieritzsch Neukirch Neukirchen Neukirchen-Vluyn Neukirchen/Erzgebirge Neukirchen/Pleiße Neukloster Neukrichen Neuleiningen Neulewin Neulingen Neulussheim Neulußheim Neulöwenberg Neumagen-Dhron Neumarkt Neumarkt-Sankt Neumünster Neunburg Neundorf Neunheilingen Neunkhausen Neunkichen Neunkirchen Neunkirchen- Neunkirchen-Altenseelbach Neunkirchen-Seelscheid Neupetershain Neuravensburg Neureichenau Neuried Neuruppin Neusalza-Spremberg Neuss Neustadt Neustadt-Borstel Neustadt-Geinsheim Neustadt-Glewe Neustadt-Haardt Neustadt-Mardorf Neustadt-Schneeren Neustadt/ Neustadt/Harz Neustadt/Vogtl. Neustetten Neustrelitz Neusäss Neusäß Neusäß-Hainhofen Neusäß-Ottmarshausen Neutraubling Neutrebbin Neuwied Neuwied-Feldkirchen Neuwied-Segendorf Neuzelle Neuäß Neuötting Newel Ney Nickenich Nidda Niddatal Nidderau Nidderau-Erbstadt Nideggen Nideggen-Abenden Nideggen-Embken Nideggen-Rath Nideggen-Schmidt Nieblum Niebüll Niedenstein Nieder Nieder-Hilbersheim Nieder-Olm Nieder-Wiesen Niederaichbach Niederalben Niederalteich Niederau Niederaula Niederbachheim Niederbergkirchen Niederbrechen Niederbreitbach Niedercunnersdorf Niederdodenleben Niederdodernleben Niederdorf Niederdorfelden Niederdürenbach Niederer Niedererbach Niedereschach Niederfischbach Niederfrohna Niedergörsdorf Niederhambach Niederheimbach Niederhofen Niederkassel Niederkirchen Niederkleevez Niederkrüchten Niederkumbd Niederlamitz Niederlangen Niederlommatzsch Niedermohr Niedermurach Niedernberg Niederndodeleben Niedernhall Niedernhausen Niedernhausen-Königshofen Niederrieden Niederroßbach Niederroßla Niedersachen Niedersachsen Niedersayn Niederstadtfeld Niedersteinebach Niederstetten Niederstetten-Streichental Niederstotzingen Niederstotzingen-Oberstotzingen Niederstozingen Niedertrebra Niederusel Niederwallmenach Niederwerrn Niederwerth Niederwiesa Niederwinkling Niederwörresbach Niederwürschnitz Niederzier Niederzier-Oberzier Niederzissen Niefern-Öschelbronn Nieheim Niehuus Niemberg Niemegk Nienburg Niendorf Niendorf/Bad Nienhagen Nienstädt Nienwohld Nierderkrüchten Niersbach Nierstein Nieschütz Niesgrau Niesky Nieste Niestetal Nimritz Nimshuscheid Nimsreuland Nindorf Nister Nisterberg Nistertal Nistertal-Erbach Nittel Nittenau Nittendorf Nitzow Nobitz Nochern Noer Nohfelden Nohfelden- Nohn Nonnenhorn Nonnenweier Nonnweiler Nordden Norden Norden-Norddeich Nordendorf Nordenham Nordenham-Einswarden Nordenstadt Norderbrarup Nordermeldorf Norderney Norderstapel Norderstedt Norderstedt-Harksheide Norderwöhrden Nordgermersleben Nordhalben Nordharz Nordhastedt Nordhausen Nordheim Nordheim-Nordhausen Nordholz Nordhorn Nordhorn-Brandlecht Nordleda Nordrach Nordrhein-Westfalen Nordseeheilbad Nordstemmen Nordstemmen-Groß Nordstrand Nordwalde Nordwestuckermark Norheim Northeim Nortmoor Nortorf Nossen Nossendorf Nottuln Nottuln-Appelhülsen Notzingen Nussdorf Nusse Nuthe-Urstromtal Nuthetal Nußbach Nußdorf Nußloch Nußloch-Maisbach Nächst Nägelstedt Nähe Nöbdenitz Nördlingen Nörten-Hardenberg Nörtershausen Nörthen-Hardenberg Nörvenich Nörvenich-Rommelsheim Nörvenich-Wissersheim Nümbrecht Nünchritz Nünschweiler Nürnberg Nürnberg-Boxdorf Nürtingen Nürtingen-Reudern Nützen OFFENBACH OT Ober Ober-Flörsheim Ober-Gleen Ober-Hilbersheim Ober-Mumbach Ober-Mörlen Ober-Olm Ober-Ramstadt Oberahr Oberammergau Oberasbach Oberau Oberaudorf Oberaula Oberbarnim Oberbettingen Oberboihingen Oberbrombach Obercunnersdorf Oberderdingen Oberdiebach Oberding Oberdolling Oberdorla Oberehe-Stroheich Oberelbert Obererbach Oberfell Obergriesbach Obergurig Obergünzburg Oberhaching Oberhaid Oberharmersbach Oberharz Oberhausen Oberhausen-Dümpten Oberhausen-Rheinhausen Oberhavel-Birkenwerder Oberhavel-Mühlenbecker-Land-Schildow Oberheimbach Oberheldrungen Oberhof Oberirsen Oberjettingen Oberkail Oberkatz Oberkirch Oberkochen Oberkotzau Oberkrämer Oberlahnstein Oberlahr Oberlaindern Oberlauterbach Oberlungwitz Obermaßfeld Obermaßfeld-Grimmenthal Obermehler Obermichelbach Obermohr Obermoschel Obernbreit Obernburg Oberndorf Oberndorf-Aistaig Obernfeld Obernheim Obernheim-Kirchenarnbach Obernholz Obernkirchen Obernkrchen Obernwohlde Obernzell Oberostendorf Oberotterbach Oberpframmern Oberpöring Oberreichenbach Oberreifenberg Oberreute Oberriexingen Oberrimsingen Oberrod Oberrot Oberroßbach Obersaida Oberscheinfeld Oberschleissheim Oberschleißheim Oberschlettenbach Oberschneiding Oberschwarzach Oberschweinbach Oberschöna Oberschönau Oberschönegg Oberseifersdorf Obersimten Obersinn Obersontheim Oberstadion Oberstadt Oberstadtfeld Oberstaufen Oberstdorf Oberstenfeld Obersulm Obersülzen Obertaufkirchen Oberteuringen Obertraubling Obertshausen Obertshausen-Hausen Oberursel Oberursel-Oberstedten Oberviechtach Obervolkach Oberwambach Oberweid Oberweiler Oberweis Oberweißbach Oberwesel Oberweser Oberwiera Oberwiesen Oberwiesenthal Oberwolfach Oberzeitelbach Oberzent Oberzent-Olfen Obhausen Obing Obrigheim Obrigheim-Mörtelstein Ochsenfurt Ochsenhausen Ochsenwang Ochtendung Ochtersum Ochtmersleben Ochtrup Ockenfels Ockenheim Ockfen Odderade Odelzhausen Odenbach Odensachsen Odenthal Oder-Spree Oder-Spree-Woltersdorf Oderaue Oderberg Odernheim Oderwitz Odisheim Oebisfelde Oechsen Oederan Oedheim Oelde Oelixdorf Oelsberg Oelsnitz Oelsnitz-Vogtland Oelsnitz/Vogtland Oelzschau Oepfershausen Oer Oer-Erkenschwick Oerel Oering Oerlenbach Oerlinghausen Oerlinghausen-Altstadt Oesfeld Oesterdeichstrich Oesterwurth Oestrich-Winkel Oettingen Oevenum Oeversee Oeynhausen Offenau Offenbach Offenbach-Bürgel Offenbach-Hundheim Offenbach-Rumpenheim Offenberg Offenburg Offingen Offleben Offstein Ofterdingen Ofterschwang Oftersheim Ohlsbach Ohmden Ohrdruf Olbernhau Olbernhau/ Olbersdorf Olbersleben Olching Oldenburg Oldenbüttel Oldendorf Oldenswort Oldersbek Oldisleben Oldsum Olfen Olk Ollendorf Ollmuth Olpe Olsber2 Olsberg Olzheim Oppach Oppenau Oppenheim Oppenweiler Oranienbaum Oranienbaum-Wörlitz Oranienburg Oranienburg-Germendorf Orenhofen Orlamünde Ortenberg Ortenburg Ortrand Osann-Monzel Osburg Oschatz Oschersleben Osnabrück Osnabrück-Atter Ostbevern Ostdorf Osteeheilbad Osteel Ostelsheim Osten Ostenfeld Osterburg Osterburken Osterby Ostercappeln Osterfeld Osterhausen Osterhever Osterhofen Osterholz Osterholz-Scharmbeck Osterholz-Scharmbeck- Osternienburger Osterode Osterode-Lerbach Osterrönfeld Osterstedt Ostertor Osterweddingen Osterwieck Osterwieck-Zilly Ostfildern Ostfildern-Kemnat Ostfildern-Nellingen Ostheim Osthofen Ostholstein Ostingersleben Ostrach Ostrau Ostrhauderfehn Ostritz Ostseebad Oststeinbek Oststeinbek-Havighorst Ostvorpommern Ottendorf Ottendorf-Okrilla Ottendorf/Okrilla Ottenhofen Ottensoos Ottenstein Otter Otterbach Otterberg Otterndorf Ottersberg Ottersheim Otterstadt Ottersweier Otterwisch Ottmannshausen Ottmarshausen Ottobeuren Ottobrunn Ottrau Ottweiler Ottweiler-Lautenbach Ottweiler-Steinbach Otzberg Otzberg-Oberklingen Otzing Ovelgönne Overath Owen Owen/Teck Owingen Owschlag Oyten Oßling PLAUEN Padenstedt-Kamp Paderborn Paderborn-Marienloh Pahlen Painten Palling Palmersheim Palzem Pampow Panker Panketal Panketal/OT Pansdorf Pansfelde Panten Pantenburg Panzweiler Papenburg Papendorf Papenhagen Papenrode Parchen Parchim Parkentin Parkstein Parsau Parsberg Parsteinsee Partenheim Partenstein Pasewalk Pasing Passau Passau-Hacklberg Passow Pastow Patersdorf Pattensen Paulinenaue Paunzhausen Pausa Pausa-Mühltroff Pausa/Vogtland Pechbrunn Peenehagen Peertz Peeselin Peffingen Pegau Pegau/OT Pegnitz Peheim Peickwitz Peine Peine/Telgte Peissen Peiting Peitz Peißenberg Pellworm Pelm Penig Penkun Penkun/OT Pennewitt Pennigsehl Pentenried Penzberg Penzing Penzlin Pepelow Perl Perleberg Perlesreut Pessin Petersaurach Petersberg Petersdorf-Alsmoos Petershagen Petershagen/ Petershagen/Eggersdorf Petershausen Peterslahr Peterswald-Löffelscheid Peterwitz Petting Petze Pfaffen-Schwabenheim Pfaffenberg Pfaffengrün Pfaffenhofen Pfaffing Pfaffroda Pfalzel Pfalzgrafenweiler Pfarrkirchen Pfedelbach Pfeffenhausen Pfinztal Pfinztal-Berghausen Pfofeld Pforzen Pforzheim Pforzheim-Büchenbronn Pforzheim-Huchenfeld Pfreimd Pfronten Pfullendorf Pfullingen Pfungstad Pfungstadt Pförring Philippsburg Philippsthal Picher Piesau Piesport Piesport-Niederemmel Pietzpuhl Pillig Pilsting Pilsting/ Pingelshagen Pinnau Pinnberg Pinneberg Pinneberg-Waldenau Pinnow Pinzberg Pirmasens Pirna Pirow Plaidt Planegg Plankenfels Plankstadt Plate Plattenburg Plattling Plau Plauen Plech Pleckhausen Pleidelsheim Plein Pleinfeld Pleinting Pleisweiler-Oberhofen Pleizenhausen Plessa Plettenberg Pliening Pliezhausen Plochingen Plön Plötzkau Plüderhausen Plüschow Plütscheid Pockau Pockau-Lengefeld Pocking Poggensee Pohle Pohlheim Pohlheim-Hausen Poing Polau Polch Polch-Gappenach Polle Pollhagen Polling Poltersdorf Polz Pommelsbrunn Pommersfelden Poppenhausen Porschendorf Porta Poseritz Posseck Possendorf Postbauer-Heng Postfeld Postlow Postmünster Potsdam Potsdam-Babelsberg Pottenstein Pottum Pouch Pr.Oldendorf Prangendorf Pratau Preetz Preist Premnitz Prenzlau Prerow Presseck Preten Pretzfeld Pretzier Preußisch Priborn Prichsenstadt Prien Priepert Prisannewitz Prisdorf Prittriching Pritzwalk Probsteierhagen Probstzella Pronstorf Prosigk Pruchten Prödel Prüm Prützke Puchheim Puderbach Pulheim Pulheim-Geyen Pullach Pullenreuth-Dreihäuser Pulsnitz Pulspforde Puschendorf Putbus Putgarten Putlitz Putzbrunn Pyrbaum Päse Pöcking Pöcking-Maising Pöhl Pölitz Pölitz/Schmachthagen Pölzig Pömmelte Pönitz Pössneck Pötenitz Pöttmes Pößneck Pünderich Pürgen Pütlingen Püttlingen Püttlingen-Köllerbach Qierschied Quadrath-Ichendorf Quakenbrück Quarnbek Quedlinburg Queidersbach Quenstedt Querfurt Quern Querstedt Quickborn Quierschied Quilow Quirnbach Quitzdorf RETHWISCH Rab Rabel Raben Rabenau Rabenstein/ Rabenstein/Fläming Rackwitz Radbruch Raddestorf Radeberg Radebeul Radeburg Radefeld Radegast Radensleben Radevormwald Radibor Radolfzell Radolfzell-Böhringen Radolfzell-Möggingen Raduhn Raesfeld Ragow-Merz Raguhn Raguhn-Jeßnitz Rahden Rahlstedt Rain Raisdorf Ralingen Ralingen-Godendorf Ralswiek Ramberg Rambin Rammelsbach Rammenau Rammingen Ramsdorf-Velen Ramsen Ramstein-Miesenbach Ramsthal Randowtal Rangendingen Rangsdorf Rankwitz Ransbach-Baumbach Ranschbach Ranstadt Ransweiler Rantrum Rantzau Ranzin Raschau Raschau-Markersbach Rascheid Rastatt Rastatt-Ottersdorf Rastede Rastede-Wahnbek Rastenberg Rastow Ratekau Rathen Rathenow Rathmannsdorf Rathskirchen Ratingen Ratingen-Hösel Ratingen-Lintorf Ratingen-Ost Rattenberg Rattiszell Ratzeburg Raubach Raubling Rauen Rauenberg Rauheim Rauhenebrach Rauhenebrach-Koppenwind Raumbach Raunheim Rauschenberg Rausdorf Ravensburg Ravenstein Ravenstein-Merchingen Raßnitz Rechberghausen Rechenberg-Bienenmühle Rechlin Rechtsupweg Reckahn Recke Reckershausen Recklinghausen Reddelich Redekin Rednitzhembach Redwitz Rees Reestow Reeßum Regen Regensburg Regensburg-Rheinhausen Regenstauf Regesbostel Regis-Breitingen Regnitzlosau Rehau Rehbeck Rehborn Rehburg Rehburg-Loccum Rehden Rehe Rehefeld Rehfelde Rehling Rehlingen Rehlingen-Gerlfangen Rehlingen-Siersburg Rehlingen-Siersburg-Biringen Rehlingen-Siersburg-Hemmersdorf Rehm-Flehde-Bargen Rehna Reichartshausen Reichelsheim Reichenbach Reichenbach-Steegen Reichenbach/F. Reichenbach/O.L. Reichenbach/Oberlausitz Reichenberg Reichenschwand Reichenwalde Reichersbeuern Reichertshausen Reichertsheim Reichertshofen Reichselsheim Reichshof Reichsthal Reidenhausen Reiffelbach Reifferscheid Reil/Mosel Reilingen Reinbek Reinberg Reinfeld Reinhardshagen Reinheim Reinkenhagen Reinsbüttel Reinsdorf Reinsfeld Reinstorf Reisbach Reischach Reisdorf Reisensburg Reiskirchen Reiskirchen-Saasen Reislingen Reit Reitzenhain Reken Relingen Rellingen Relzow Remagen Remchingen Remchingen-Nöttingen Remchingen-Singen Remlingen Remlingen-Semmenstedt Remptendorf Remscheid Remscheid-Lennep Remse Remseck Remseck-Aldingen Remshalden Remshalden-Hebsack Renchen Rendsburg Rendsburg-Eckernförde Rengsdorf Rennerod Rennerod-Emmerichenhain Rennertshofen Renningen Renzow Reppenstedt Rerik Rethem Rethwisch Rettenbach Rettenberg Retterath Rettigheim Rettin Reuden Reute Reutern Reuth Reutlingen Reutlingen-Betzingen Reutlingen-Gönningen Reutlingen-Mittelstadt Reutlingen-Ohmenhausen Reutlingen-Sickenhausen Reußenköge Rhade Rhauderfehn Rhaunen Rheda-Wiedenbrück Rhede Rhede-Krechting Rhede-Vardingholt Rhede/Ems Rhein-Pfalz-Kreis Rhein-Sieg-Kreis Rheinau Rheinbach Rheinbach-Merzbach Rheinbach-Oberdrees Rheinberg Rheinbreitbach Rheinbrohl Rheinböllen Rheine Rheinfelden Rheinfelden- Rheinhausen Rheinland-Pfalz Rheinmünster Rheinsberg Rheinstetten Rheinstetten- Rheinstetten-Mörsch Rheisberg Rhens Rheurdt Rhinow Rhodt Rhumspringe Rhön-Grabfeld Rhönblick Ribbesbüttel Ribnitz Ribnitz- Ribnitz-Damgarten Richtenberg Rickenbach Rickensdorf Ried Riedbach Riede Riedelberg Rieden Riedenberg Riedenburg Riederich Riedhausen Riedlingen Riedlingen-Daugendorf Riedlingen-Teilort Riedstadt Riedstadt-Goddelau Riegelsberg Riekofen Rielasingen Rielasingen-Worblingen Riemerling Rieneck Riepsdorf Riesa Rieseby Rieste Riesweiler Rietberg Riethnordhausen Rietschen Rietz-Neuendorf Rietzneuendorf-Staakow Rimbach Rimbach/Albersbach Rimpar Rinchnach Ringe Ringfurth Ringgau Ringgau/OT Ringsberg Ringsheim Ringstedt Rinnthal Rinteln Rinzenberg Rippershausen Risum-Lindholm Ritschenhausen Ritterhude Rittersdorf Rivenich Riveris Rißtissen Rochau Rochlitz Rockenberg Rockenhausen Roda Rodalben Rodeberg Rodenbach Rodenbek Rodenberg Rodewald Rodewisch Rodgau Rodgau-Jügesheim Roding Roetgen Roggenburg Roggendorf Roggenstorf Roggentin Rogätz Rohlstorf Rohr Rohrbach Rohrbach-Fahlenbach Rohrdorf Rohrenfels Rohrsen Rohrsheim Roigheim Roitham Roitzschjora Rolfsbüttel Rollwitz Rom Rommerskirchen Rommerskirchen-Sinsteden Rondorf Ronneburg Ronnenberg Ronnenberg-Empelde Ronnenberg-Stadt Ronsberg Ronshausen Rosbach Rosbach-Rodheim Rosche Rosdorf Rosenbach Rosenberg Rosendahl Rosendahl-Holtwick Rosenfeld Rosenfeld- Rosenfeld-Isingen Rosengarten Rosenhagen Rosenheim Rosenkopf Rosenow Rosenthal Rosenthal-Bielatal Rositz Roskow Rosow Rossau Rossau/Seifersbach Rossbach Rossdorf Rossow Rosswein Rostock Rostock-City Rostock-Evershagen Rostock-Gehlsdorf Rot Rotenburg Rotenburg/Wümme Roth Rothemühl Rothenberg Rothenburg Rothenburg/Oberlausitz Rothenhain Rothschwaige Rott Rottach-Egern Rottach-Oberhof Rottenacker Rottenbach Rottenburg Rottenburg-Dettingen Rotthalmünster Rottmersleben Rottweil Rottweil-Feckenhausen Roxheim Roßbach Roßdorf Roßlau Roßleben Roßleben-Wiehe Roßwein Rubkow Rubow Rudersberg Ruderting Rudolstadt Ruhla Ruhland Ruhmannsfelden Ruhpolding Ruhstorf Ruhwinkel Rullstorf Rumbach Runding Runkel Runkel-Schadeck Runkel/ Ruppach Ruppach-Goldhausen Ruppersdorf Ruppertsecken Ruppertshofen Ruppertsweiler Ruppichteroth Ruschberg Rust Rutesheim Rutesheim/Perouse Ruthe Ruthweiler Rutsweiler Ruttersdorf-Lotschen Räbke Ränkam Rätzlingen Röbel Röbel/Müritz Röblingen Rödelhausen Rödental Rödental-Kipfendorf Röderaue Röderland Rödermark Rödersheim-Gonau Rödersheim-Gronau Rödibgahausen Rödinghausen Rödinghausen-Schwenningdorf Rögling Röhrmoos Röhrnbach Röllbach Römerberg Römerstein Römhild Rösrath Rösrath-Forsbach Rösrath-Stümpen Rötgesbüttel Rötha Röthenbach Rötsweiler-Nockenthal Röttenbach Röttingen Rötz Rübeland Rübenach Rückersdorf Rüdersdorf Rüdesheim Rüdigershagen Rüdnitz Rügen Rühen Rühstädt Rüllschau Rülzheim Rümmelsheim Rümmer Rümmingen Rümpel Rüscheid Rüsselsheim Rüsselsheim-Königstädten Rüssingen Rüthen Rüthen-Kallenhardt Rüthnick Rüting Sa Saal Saalburg Saalburg-Ebersdorf Saaldorf-Surheim Saalfeld Saalfeld/Saale Saalstadt Saarbrücken Saarbrücken-Altenkessel Saarbrücken-Burbach Saarbrücken-Dudweiler Saarbrücken-Klarenthal Saarbrücken-Scheidt Saarbrücken-Stadt Saarburg Saarburg-Hosteberg Saarlouis Saarlouis-Lisdorf Saarlouis-Roden Saarlouis-Steinrausch Saarwellingen Sabershausen Sachsen Sachsen-Anhalt Sachsendorf Sachsenhagen Sachsenheim Sachsenkam Saerbeck Saffig Sagard Sailauf Salach Salching Saldenburg Salem Salem-Dargow Salgen Sallgast Salm Salzatal Salzatal/OT Salzbergen Salzgitter Salzgitter-Bad Salzgitter-Beinum Salzgitter-Bruchmachtersen Salzgitter-Gebhardshagen Salzgitter-Ringelheim Salzgitter-Salder Salzgitter/Salder Salzhausen Salzhemmendorf Salzhemmendorf/Lauenstein Salzkotten Salzkotten-Scharmede Salzmünde Salzwedel Salzweg Samerberg Samswegen Samtens Sandberg Sande Sandersdorf Sandersdorf-Brehna Sandersleben Sandhagen Sandhatten Sandhausen Sandkrug Sangerhausen Sanitz Sankt Sargenroth Sargstedt Sarmersbach Sarnow Sarow Sarstedt Sasbachwalden Sassenberg Sassenberg-Füchtorf Sassenburg Sassenburg/ Sassnitz Saterland Saterland/Strücklingen Satow Satrup Satteldorf Sattelweiler Satzung Sauensiek Sauerlach Sauerthal Sauldorf Saulgau Saulheim Saupsdorf Sauzin Sayda Schaafheim Schaalby Schacht-Audorf Schackendorf Schackensleben Schafflund Schafstedt Schafstädt Schalkau Schalkenbach Schalkenmehren Schalkholz Schalksmühle Schallbach Schallodenbach Schallstadt Schaprode Scharbeutz Scharbeutz-Klingberg Scharbeutz/Ostsee Scharbow Scharfenstein Scharnebeck Schashagen Schauenburg Schauenburg- Schauenburg-Elgershausen Schauenstein Schaumburg Schauren Schechingen Scheden Scheer Scheeßel Schefflenz Scheggerott Scheibenhardt Scheidegg Scheinfeld Schelklingen Schelldorf Schellerten Schellhorn Schellroda Schellweiler Schemmerhofen Schemmerhofen-Schemmerberg Schenefeld Schenkelberg Schenkenberg Schenkendöbern Schenkenzell Schenklengsfeld Schermbeck Schermbeck-Gahlen Schermen Schernfeld Schernikau Scherstetten Scheuen Scheuerfeld Scheuring Scheyern Scheßlitz Schieder Schieder-Schwalenberg Schierling Schiesheim Schiffdorf Schiffdorf-Spaden Schiffdorf/ Schifferstadt Schiffweiler Schildau Schildow Schillingen Schillingsfürst Schillingstedt Schiltach Schimberg Schindhard Schinkel Schipkau Schirgiswalde Schirgiswalde-Kirschau Schirnding Schkeuditz Schkopau Schkölen Schladen Schladen-Werla Schlagenthin-Genthin Schlangen Schlangen- Schlangenbad Schlangenbad-Georgenborn Schlangenbad-Wambach Schlangenbad/ Schlat Schlebusch Schleching Schlechtsart Schlegel Schleich Schleid Schleiden Schleiden-Gemünd Schleiden-Harperscheid Schleiden-Oberhausen Schleife Schleiz Schlemmin Schlepzig Schleswig Schlettau Schleusegrund Schleusingen Schleusingen/ Schleusingerneundorf Schlieben Schliengen Schliengen-Obereggenen Schlier Schlierbach Schliersee Schlipsheim Schlitz Schlitz-Üllershausen Schlotheim Schlowe Schloß Schloßböckelheim Schluchsee Schlöben Schlüchtern Schlüsselfeld Schmalbach Schmalensee Schmalkalden Schmallenberg Schmatzhausen Schmelz Schmelz-Michelbach Schmerbach Schmerz Schmidgaden Schmidmühlen Schmiedeberg Schmiedefeld Schmitshausen Schmitt Schmitten Schmitten-Arnoldshain Schmitten-Oberreifenberg Schmittweiler Schmon Schmölln Schmölln-Putzkau Schnackenburg Schnaittach Schnaittenbach Schnakenbek Schneckenlohe Schneeberg Schnega Schnellbach Schneppenbach Schneverdingen Schobüll Scholderup Schollene Schonach Schondorf Schondra Schongau Schonungen Schopfheim Schopfloch Schopp Schorfheide Schorndorf Schorndorf-Schornbach Schorndorf-Weiler Schornsheim Schorssow Schortens Schortens-Heidmühle Schortens-Middelsfähr Schortens-Sillenstede Schortens/Sillenstede Schossin Schotten Schramberg Schramberg-Sulgen Schramberg-Waldmössingen Schraplau Schriesheim Schriesheim-Altenbach Schrobenhauen Schrobenhausen Schrobenhausen-Mühlried Schrozberg Schröding Schuld Schulzendorf Schuttertal-Dörlinbach Schutz Schwaan Schwabach Schwabenheim Schwabhausen Schwabmünchen Schwabstedt Schwaig Schwaigern Schwaikheim Schwalbach Schwalbach-Hülzweiler Schwallbach Schwalmstadt Schwalmstadt-Treysa Schwalmtal Schwalmtal-Waldniel Schwanau Schwandorf Schwanebeck Schwanewede Schwanewede-Neuenkirchen Schwanfeld Schwangau Schwanheim Schwanstetten Schwarme Schwarmstedt Schwartbuck Schwarz Schwarzach Schwarzatal-Mellenbach Schwarzen Schwarzenbach Schwarzenbach/Saale Schwarzenbach/Wald Schwarzenbek Schwarzenberg Schwarzenberg-Erla Schwarzenberg/Erz. Schwarzenborn Schwarzenbruck Schwarzenfeld Schwarzheide Schwarzwald-Baar-Kreis Schwebheim Schwedelbach Schwedt Schwedt/Oder Schwegenheim Schweich Schweigen-Rechtenbach Schweighofen Schweindorf Schweinfurt Schweinitz Schweisweiler Schweitenkirchen Schwelm Schwendi Schwendi-Schönebürg Schwenningen Schwentinental Schwentinetal Schweppenhausen Schwerin Schwerin-Neumühle Schwerin-Wickendorf Schweringen Schwerte Schwesing Schwetzingen Schwichtenberg Schwieberdingen Schwielochsee Schwielochsee-Jessern Schwielowsee Schwienau Schwifting Schwindegg Schwinge Schwoitsch Schwollen Schwäbich Schwäbisch Schwärzelbach Schwülper Schäftlarn Schäftlarn-Ebenhausen Schöffengrund Schöfweg Schöllkrippen Schöllnach Schömberg Schömberg-Langenbrand Schömberg-Schörzingen Schömerich Schönaich Schönau Schönau-Berzdorf Schönbach Schönberg Schönberger Schönborn Schönborn-Dreiwerden Schönbrunn Schönbrunn-Moosbrunn Schöndorf Schönebeck Schöneberg Schöneberg/ Schönebürg Schöneck Schöneck-Büdesheim Schöneck/Vogtland Schönefeld Schöneiche Schönenberg-Kübelberg Schönermark Schönewalde Schönfeld Schönfließ Schöngeising Schönhausen Schönheide Schöningen Schönkirchen Schönow Schönsee Schönstedt Schöntal Schönwald Schönwalde Schönwalde-Glien Schönwölkau Schöppenstedt Schöppenstedt-Schliestedt Schöppingen Schörzingen Schülldorf Schüller Schülp Schürdt Schüttorf Sebnitz Seck Seckach Seddiner Sedelsberg Seebad Seebenau Seebruck Seeburg Seedorf Seefeld Seeg Seega Seegebiet Seehausen Seeheim Seeheim-Jugenheim Seeheim-Jugenheim/OT Seehof Seeland Seelbach Seelen Seelingstädt Seelitz Seelow Seelse Seelze Seeon-Roitham Seesen Seesen-Mechtshausen Seesen-Rhüden Seeshaupt Seeth Seevetal Seevetal-Maschen Seewald Seewald-Besenfeld Segeberg Segeletz Seggebruch Sehlem Sehlen Sehlendorf Sehmatal Sehmatal-Sehma Sehnde Sehnde-Klein Seibersbach Seiffen Seifhennersdorf Seinsfeld Seitingen- Seitingen-Oberflacht Selb Selbitz Selent Selfkant Selfkant-Millen Seligenstadt Selke-Aue Sellin Selm Selm-Bork Selm-Cappenberg Selmsdorf Selsingen Selters Selters-Niederselters Selters-Ortsteil Selters/ Selzen Sembach Semlow Semmenstedt Senden Sendenhorst Senftenberg Sengenthal Senheim Sensweiler Senzig Sereetz Serrig Sersheim Sessenbach Seth Setzingen Seubersdorf Seukendorf Seulingen Sevelen Sexau Seybothenreuth Seyda Sibbesse Siberatsweiler Sickingen Sickte Siebeldingen Siebenbäumen Siebenmorgen Siedenbollentin Siedenbrünzow Siedenburg Siefersheim Siegbach Siegbach-Oberndorf Siegburg Siegelbach Siegen Siegen-Mudersbach Siegenburg Siegsdorf Siegsdorf-Hammer Siek Sielenbach Sielow Sien Sierksdorf Sierksrade Sietow Sievershütten Sigmaringen Sigmaringen-Jungnau Sigmaringendorf Sigmarszell Silberstedt Sillerup Simbach Simmelsdorf Simmerath Simmerath-Hammer Simmerath-Rurberg Simmerath-Strauch Simmern Simmern/Hunsrück Simmersfeld Simmozheim Simonsberg Simonswald Sindelfingen Sindringen-Forchtenberg Singen Singhofen Sinn Sinntal Sinntal-Jossa Sinsheim Sinsheim-Ehrstädt Sinsheim-Eschelbach Sinspelt Sinzheim Sinzig Sinzing Sippersfeld Sittensen Sitters Soderstorf Soest Sohland Sohren Sohrschied Solingen Solingen-Dorp Solingen-Ohligs Sollerup Solln Sollstedt Sollwitt Solms Solms-Oberbiel Solnhofen Soltau Soltendieck Sommerfeld Sommerland Sommersdorf Sommersdorf-Marienborn Sondershausen Sonneberg Sonnefeld Sonnen Sonnenberg Sonnenbühl-Genkingen Sonnenschied Sonnewalde Sonsbeck Sontheim Sonthofen Sontra Sophienhamm Sophienhof Sottrum Soyen Soßmar Spabrücken Spahnharrenstätte Spaichingen Spalt Spalt-Großweingarten Spangdahlem Spangenberg Spantekow Spardorf Sparneck Spay Spechbach Speicher Speichersdorf Spelle Spenge Spesbach Spessart Speyer Spiegelau Spiegelberg Spiesen Spiesen- Spiesen-Elversberg Spiesheim Sponheim Spornitz Spraitbach Sprakensehl Spree-Neiße-Dissen-Striesow Spreetal Spremberg Sprendlingen Springe Springe-Völksen Sprockhövel St St. St.Ingbert St.Ingbert-Rohrbach St.Katharinen St.Leon-Rot St.Wendel Stade Stade-Wiepenkathen Stadland Stadland-Norderschwei Stadt Stadtallendorf Stadtbergen Stadthagen Stadthagen-Krebshagen Stadtilm Stadtkyll Stadtland Stadtlauringen Stadtlohn Stadtlohn-Wenningfeld Stadtoldendorf Stadtroda Stadtsteinach Stadtverband Stadum Stahlberg Stahlhofen Stahnsdorf Stahringen Staig Staig-Steinberg Stammbach Stammham Stapel Stapelfeld Starkenberg Starkenburg Starnberg Starzach Starzach-Wachendorf Stassfurt Staucha Staudernheim Staufen Staufenberg Staufenberg-Daubringen Staufenberg-Spiekershausen Stavenhagen Stavern Staßfurt Staßfurth Stederdorf Stedesand Stedten Steffenberg Steffenshagen Stegaurach Stegen Steigen Steigra Steimel Steimke Stein Steinach Steinau Steinau-Marborn Steinbach Steinbach-Hallenberg Steinberg Steinbergkirche Steinburg Steindorf Steinebach Steinebach/Wörthsee Steinefrenz Steinen Steinen-Lehnacker Steinenbronn Steinenstadt Steineroth Steinfeld Steinfurt Steinfurt-Borghorst Steingaden Steinhagen Steinhagen-Brockhagen Steinhagen-Zentrum Steinhausen Steinheid Steinheim Steinheim- Steinheim-Sandebeck Steinhorst Steinhude Steinhöfel Steinhöring Steinigtwolmsdorf Steiningen Steinkirchen Steinmauern Steinpleis Steinthaleben Steinweiler Steinwenden Steinwiesen Stelle Stelzenberg Stemshorn Stemwede Stendal Stephanskirchen Steppach Sternberg Sternebeck Sternenfels Sterup Stetten Stettfeld Steutz Steyerberg Stipshausen Stockach Stockdorf Stockelsdorf Stockheim Stockstadt Stockum-Püschen Stoetze Stolberg Stolberg-Donnerberg Stolk Stollberg Stolpe Stolpen Stolzenau Stolzenhagen Storbeck-Frankendorf Storkow Straelen Straeten Strahwalde Stralendorf Stralsund Strasburg Straubehardt-Conweiler Straubenhardt Straubing Straufhain/Linden Straupitz Strausberg Straußfurt Straußhof Straßberg Straßenhaus Straßkirchen Straßlach Straßlach-Dingharting Strehla Streithausen Striegistal Stromberg Strotzbüsch Struckum Strullendorf Struppen Struxdorf Ströbeck Stubben Stuer Stuhr Stuhr-Heiligenrode Stuhr-Neukrug Stutensee Stutensee- Stuttgart Stuttgart- Stuttgart-Degerloch Stuttgart-Vaihingen Stuttgart-Zazenhausen Stuttgart_Plieningen Stuvenborn Stätzling Stöckse Stödtlen Stönitz Stößen Stüde Stüdenitz Stüdenitz-Schönermark Stühlingen Stützengrün Suckow Suderburg Sugenheim Suhl Suhlendorf Sukow-Levitzow Suldzorf Sulingen Sulmingen Sulz Sulzbach Sulzbach-Laufen Sulzbach-Rosenberg Sulzbach/Murr Sulzbach/Saar Sulzfeld Sulzheim Sundern Sundhagen Surberg Surwold Sustrum Swistal-Odendorf Swisttal Swisttal-Buschhoven Swisttal-Odendorf Syke Syke-Barrien Sylt Sylt-Ost Sylt/ Sylt/Archsum Sylt/OT Syrau Syrgenstein Sächsische Söchtenau Sögel Söhlde Söhrewald Sölden Sömmerda Sörup Sötern Südbrookmerland Süderbrarup Süderdeich Süderende Süderfahrenstedt Südergellersen Süderhackstedt Süderhastedt Süderheistedt Süderholz Süderlügum Süderstapel Südharz Südkirchen Südliches Südlohn Südlohn-Oeding Südwinsen Sülfeld Sülzetal Süplingen Süpplingenburg Süsel Süsterseel Süttorf Süßen Taarstedt Taben-Rodt Tacherting Talhausen Talheim Talkau Talling Tambach Tamm Tamm-Hohenstange Tandern Tangerhütte Tangermünde Tangstedt Tann Tanna Tanne Tannenberg Tantow Tapfheim Tappenbeck Tarmstedt Tarnow Tarp Tarthun Tastrup Tating Taubenheim Tauberbischofsheim Taucha Tauche Tauer Taufkirchen Taufkirchen/ Taunusstein Taunusstein-Hahn Taunusstein-Wehen Taura Tautenhain Techentin Tecklenburg Tecklenburg-Stadt Tegernheim Tegernsee Teichwitz Teisendorf Teising Teisnach Telgte Tellig Tellingstedt Teltow Teltow-Fläming-Blankenfelde-Mahlow Temmen-Ringenwalde Temnitzthal Templin Tengen Teningen Teningen-Nimburg Tennenlohe Tensbüttel-Röst Tespe Tessenow Tessin Testorf-Steinfort Tetenbüll Tetenhusen Teterow Tettau Tettenweis Tettnang Teublitz Teuchern Teunz Teupitz Teuschnitz Teutschenthal Teutschenthal/Angersdorf Tewswoos Teßmannsdorf Thaden Thaining Thale Thaleischweiler Thaleischweiler-Fröschen Thalfang Thalfang-Bäsch Thalhausen Thalheim Thalheim/Erzgebirge Thallwitz Thalmassing Thalmässing Thannhausen Thanstein Tharandt Thekla Themar Theres Thiede Thierhaupten Thiersheim Thierstein Thiessow Tholey Tholey-Neipel Thomasburg Threna Thum Thumby Thundorf Thurmansbang Thyrnau Thüngen Thüngersheim Thüringen Tiddische Tiefenbach Tiefenbach-Ast Tiefenbronn Tiefenbronn- Tiefenbronn-Lehningen Tiefenort Tiefensee Tiefenthal Tielen Tierhaupten Timmendorfer Timmenrode Tinnum Tirpersdorf Tirschenreuth Titisee-Neustadt Titting Tittling Tittmoning Titz Titz-Ameln Todenbüttel Todendorf Todenroth Todesfelde Todtenweis Todtmoos Todtnau Tolk Tollwitz Tonna Toppenstedt Torgau Torgelow Tornesch Tostedt Tosterglope Traben Traben-Trabach Traben-Trarbach Trabitz Train Traitsching Tralau Tramm Trappenkamp Trassem Trassenheide Trauchgau Traumhaftes Traunreut Traunstein Traunwalchen Trautskirchen Travemünde Travenbrück Traventhal Trebbichau Trebbin Trebel Treben Trebendorf Trebgast Trebsen Trebsen/Mulde Trebur Trebur-Astheim Trechtingshausen Treffelstein Treffurt Treffurt/OT Treia Treis-Karden Tremsbüttel Tremsdorf Trendelburg Trennewurth Trent Treseburg Treuchtlingen Treuen Treuenbrietzen Triberg Tribseer Tribsees Triefenstein Trier Trier-Irsch Trierweiler Triftern Trillfingen Trimbs Trinum Trippstadt Trittau Trittenheim Trochtelfingen Trochtelfingen-Steinhilben Trogen Troisdorf Troisdorf-Bergheim Troisdorf-Sieglar Trossin Trossingen Trostberg Trulben Trusetal Tröndel Tröstau Tschernitz Tschirn Tucheim Tuchenbach Tuningen Tuntenhausen Turnow-Preilack Tussenhausen Tutow Tuttlingen Tutzing Tutzingen Twedt Twist Twistringen Töging Tönisvorst Tönning Töpchin Töpen Tübingen Tüddern Tülau Tülau-Voitze Türkenfeld Türkheim Türkheim-Irsingen Tüßling Ubstadt-Weiher Uchte Uckerfelde Uckerland Udenheim Udler Uebigau Uebigau-Wahrenbrück Uebigau-Warenbrück Uecker-Randow Ueckermünde Uedem Uehlfeld Uehrde Uelitz Uelsen Uelversheim Uelvesbüll Uelzen Uelzen-Veerssen Uersfeld Uetersen Uettingen Uetze Uetze-Dollbergen Uffenheim Uffing Uhingen Uhldingen Uhldingen-Mühlhofen Uhler Uhlstädt-Kirchhasel Uichteritz Ulm Ulm-Eggingen Ulmen Ulmet Ulrichstein Ulrichstein/Helpershain Ulsnis Umkirch Ummanz Ummendorf Ummern Undeloh Undenheim Undorf Unkel Unna Unnau Unterbreizbach Unterdietfurt Unterdießen Unteregg Untereisesheim Unterensingen Untereurach Unterföhring Untergiesing-Harlaching Untergriesbach Untergruppenbach Untergöhren Unterhaching Unterkirnach Unterloquitz Unterlüss Unterlüß Untermeitingen Untermeitingen/Lagerlechfeld Untermünkheim Unterneukirchen Unterpfaffenhofen Unterriexingen Unterschleißheim Unterschneidheim Untersiemau Unterspreewald Unterthingau Unterwössen Untrasried Unzenberg Upahl Upgant-Schott Uphusum Uplengen Urbach Urbach/ Urbar Urmersbach Ursberg Urspringen Usedom Usingen Uslar Ustersbach Utecht Utersum Uthleben Uthlede Uthmöden Utscheid Uttenreuth Uttenweiler Utting Uttlau VG VS-Schwenningen VS-Weigheim Vachdorf Vahlbruch Vahlde Vaihingen Vaihingen/Enz Vallendar Valley Valluhn Varel Vastorf Vaterstetten Vaterstetten-Baldham Vechelde Vechelde-Liedingen Vechta Veckenstedt Vehlefanz Vehlow Veitsbronn Veitshöchheim Velbert Velburg Velden Veldenz Velgast Vellahn Vellberg Vellmar Velpke Velpke-Meinkot Velten Veltheim Vendersheim Vennikel Verchen Verden Veringenstadt Verl Versmold Vetschau Vettelschoß Vettweiss Vettweiß Victorbur Viechtach Vielbach Vielbaum Vielist Vielitz Vienau Vienenburg Vienenburg-Weddingen Viereck Vieregge Viereth Vierhausen Vierherrenborn Vierkirchen Vierlinden Vierlinden/OTNeutempel Viernheim Viersen Vilgertshofen Vilingen Villenbach Villingen Villingen-Schwenningen Villingendorf Villmar Villmar-Aumenau Villmar-Weyer Villmar/ Vilsbiburg Vilseck Vilsheim Vilshofen Vinningen Vipperow Virneburg Visselhövede Vitzenburg Viöl Vlotho Voerde Voerde-Spellem Vogach Vogelsdorf Vogt Vogtsburg Vohburg Vohburg-Ortsteil Vohenstrauß Voigtsdorf Voigtstedt Volkenschwand Volkertshausen Volkesfeld Volkmarsen Vollersode Vollerwiek Volsemenhusen Volxheim Vorbach Vorbeck Vorderweidenthal Vordorf Vorsfelde Vorwerk Vossenack Vreden Vrees Vögelsen Vöhl Vöhl-Buchenberg Vöhrenbach Vöhringen Völkersbach Völklingen Völkshagen Völpke Völschow Vörstetten Waabs Waakirchen Wabern Wachau Wachenheim Wachenroth Wachtberg Wachtberg-Ließem Wachtberg-Pech Wachtberg-Villiprott Wachtendonk Wackernheim Wackerow Wackersdorf Waddeweitz Wadern Wadern-Wadrill Wadersloh Wadgassen Wadgassen-Differten Wadgassen-Werbeln Waffenbrunn Wagenfeld Waghäusel Waghäusel-Kirrlach Waghäusel-Wiesental Waging Wahlen Wahlheim Wahlitz Wahlstedt Wahrenholz Waiblingen Waibstadt Waibstadt-Daisbach Waidhofen Waigandshain Waischenfeld Wakendorf Walchum Wald Wald-Michelbach Waldachtal Waldachtal-Salzstetten Waldalgesheim Waldaschaff Waldau Waldbreitbach Waldbronn Waldbrunn Waldbrunn-OT Waldbröl Waldbunn Waldburg Waldböckelheim Walddorfhäslach Waldeck Waldems Waldenbuch Waldenburg Waldersee Waldershof Waldesch Waldfeucht Waldfeucht-Hontem Waldfischbach-Burgalben Waldhambach Waldhausen Waldheim Waldhufen Waldkappel Waldkappel-Hartmutsachsen Waldkirch Waldkirchen Waldkraiburg Waldleiningen Waldmohr Waldmünchen Waldniel-Ungerath Waldorf Waldrach Waldrohrbach Waldsee Waldshut Waldshut-Tiengen 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Now, all categorical columns are dropped as we have them dummified.

In [19]:
dummydf_clean2 = dummydf_clean.drop(['Typ', 'Energieeffizienzklasse', 'Objektzustand', 'Baujahr', 'Stadt', 'Topic', 'nan', '26434', '35216', '39619', '52379', '52428', '52531', '73733', '87600', '88400', '98593', '0', '10', '11', '12', '14', '15', '17', '18', '19', '20', '21', '23', '24', '6', '8', '9', '5410', '5992'], axis=1)
In [20]:
dummydf_clean2
Out[20]:
Kaufpreis Anzahl_zimmer Wohnflaeche (in m²) Grundstueck (in m²) timetosell Flaeche_km2 Einwohner Men Women Population_density Average_income WC Analytic Clout Authentic Tone WPS Sixltr Dic ppron i we you shehe they affect posemo negemo anx anger sad social family friend female male cogproc insight cause discrep tentat certain differ percept see hear feel drives affiliation achieve power reward risk focuspast focuspresent focusfuture work leisure home money relig death informal swear netspeak assent nonflu Bauernhaus Besondere Immobilie Bungalow Burg/Schloss Doppelhaushälfte Einfamilienhaus (freistehend) Mehrfamilienhaus Reiheneckhaus Reihenmittelhaus Villa Wohnimmobilie (sonstige) A A+ B C D E F G H Abbruchreif Erstbezug Erstbezug nach Sanierung Gepflegt Modernisiert Nach Vereinbarung Neuwertig Renovierungsbedürftig Saniert Vollständig renoviert 1058 1070 1111 1195 1245 1254 1265 1299 1309 1340 1355 1390 1400 1411 1416 1423 1426 1439 1456 1470 1480 1489 1490 1492 1496 1500 1501 1502 1503 1504 1506 1509 1513 1520 1523 1527 1530 1533 1540 1542 1549 1550 1553 1555 1556 1557 1565 1568 1569 1570 1577 1578 1580 1581 1582 1584 1590 1595 1596 1599 1600 1601 1602 1604 1606 1608 1609 1611 1614 1615 1617 1618 1620 1621 1622 1623 1625 1626 1628 1630 1634 1635 1636 1637 1639 1640 1642 1644 1645 1646 1648 1650 1652 1653 1654 1655 1660 1665 1666 1667 1670 1672 1674 1679 1680 1682 1685 1686 1687 1688 1689 1690 1691 1692 1694 1696 1697 1698 1699 1700 1701 1703 1707 1708 1710 1711 1712 1713 1714 1715 1716 1719 1720 1721 1722 1724 1725 1726 1727 1728 1729 1730 1732 1733 1735 1736 1737 1738 1739 1740 1741 1742 1743 1744 1745 1746 1747 1749 1750 1751 1752 1753 1754 1755 1756 1757 1758 1759 1760 1761 1763 1764 1765 1766 1767 1768 1769 1770 1771 1772 1773 1774 1775 1776 1777 1778 1779 1780 1781 1782 1783 1784 1785 1786 1787 1788 1789 1790 1791 1792 1793 1794 1795 1796 1797 1798 1799 1800 1801 1802 1803 1804 1805 1806 1807 1808 1809 1810 1811 1812 1813 1814 1815 1816 1817 1818 1819 1820 1821 1822 1823 1824 1825 1826 1827 1828 1829 1830 1831 1832 1833 1834 1835 1836 1837 1838 1839 1840 1841 1842 1843 1844 1845 1846 1847 1848 1849 1850 1851 1852 1853 1854 1855 1856 1857 1858 1859 1860 1861 1862 1863 1864 1865 1866 1867 1868 1869 1870 1871 1872 1873 1874 1875 1876 1877 1878 1879 1880 1881 1882 1883 1884 1885 1886 1887 1888 1889 1890 1891 1892 1893 1894 1895 1896 1897 1898 1899 1900 1901 1902 1903 1904 1905 1906 1907 1908 1909 1910 1911 1912 1913 1914 1915 1916 1917 1918 1919 1920 1921 1922 1923 1924 1925 1926 1927 1928 1929 1930 1931 1932 1933 1934 1935 1936 1937 1938 1939 1940 1941 1942 1943 1944 1945 1946 1947 1948 1949 1950 1951 1952 1953 1954 1955 1956 1957 1958 1959 1960 1961 1962 1963 1964 1965 1966 1967 1968 1969 1970 1971 1972 1973 1974 1975 1976 1977 1978 1979 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 A-Ebingen AHRENSBURG ALTENSTADT ALZEY Aachen Aachen-Kornelimünster Aachen-Walheim Aalen Aalen-Unterkochen Aalen-Wasseralfingen Aarbergen Abbenrode Abbesbüttel Abenberg Abensberg Absberg Abstatt Abtsgmünd Abtshagen Achern Achim Achim-Baden Achkarren Achmühle Achstetten Acht Achtelsbach Achterwehr Achtrup Adelberg Adelebsen Adelheide Adelheidsdorf Adelmannsfelden Adelsdorf Adelsheim Adelshofen Adelsried Adelzhausen Adenau Adenbüttel Adendorf Adenstedt Adlkofen Admannshagen-Bargeshagen Adorf Adorf/Vogtland Aebtissinwisch Aerzen Affalterbach Aglasterhausen Ahaus Ahaus-Ottenstein Ahaus-Wessum Ahausen Ahlbeck Ahlden Ahlen Ahlen-Vorhelm Ahlerstedt Ahlsdorf Ahnatal Ahnsbeck Ahnsen Aholfing Aholming Ahorn Ahorn-Berolzheim Ahornberg Ahrbrück Ahrensburg Ahrensbök Ahrensfelde Ahrensfelde-Blumberg Ahrenshagen Ahrenshagen-Daskow Ahrenshoop Ahrenviöl Ahrweiler Aicha Aichach Aichhalden Aichtal Aichtal-Neuenhaus Aichwald Aichwald-Schanbach Aidenbach Aidlingen Ailertchen Ailterchen Aindling Aistaig Aiterhofen Aitrach Aken Albbruck Albeck Albersdorf Albershausen Albersweiler Albertshofen Albingshausen Albisheim Albstadt Albstadt-Ebingen Albstadt-Lautlingen Albstadt-Onstmettingen Albstadt-Tailfingen Aldenhoven Aldersbach Aldingen Alfdorf Alfeld Alfeld(Leine) Alfeld-Brunkensen Alfeld/Leine Alfhausen Alflen Alfstedt Alfter Alfter-Impekoven Alfter-Oedekoven Alfter-Witterschlick Algermissen Alheim Alheim-Heinebach Aligse Alikendorf Allenbach Allendorf Allensbach Alleringersleben Allersberg Allershausen Alling Allmannshofen Allmendingen Allmersbach Allrode Allstedt Almersbach Alpen Alpenrod Alpirsbach Alsbach-Hähnlein Alsdorf Alsdorf-Blumenrath Alsdorf-Zopp Alsenz Alsfeld Alsheim Alsleben Alstätte Alt Alt-Glienicke Altbach Altbach-Losburg Altdorf Altdöbern Altefähr Alteglofsheim Alten-Buseck Altena Altenahr Altenau Altenbeken Altenberg Altenberge Altenbuch Altenburg Altendiez Altendorf Altenglan Altengottern Altenhausen Altenhof Altenholz Altenkessel Altenkirchen Altenkrempe Altenkunstadt Altenmarkt Altenmedingen Altenmünster Altenpleen Altenriet Altenstadt Altenstadt-Illereichen Altenstadt-Untereichen Altenstadt-Waldsiedlung Altensteig Altensteig-Wart Altenthann Altentreptow Altenwalde Alterkülz Alterkülz/Kastellaun Altfraunhofen Altgandersheim Altheim Altheim-Essenbach Althengstett Althengstett/Neuhengstett Althenstett Althornbach Althütte Althüttendorf Altingen Altjessnitz Altkalen Altlandsberg Altlay Altleiningen Altlußheim Altmannstein Altmannstein-Mendorf Altmärkische Altomünster Altranft Altrip Altshausen Altstadt Altstrelitz Altusried Altwigshagen Altötting Alzenau Alzey Alzey-Heimersheim Alzey-Weinheim Alzey-Worms Alzheim Am Amberg Amelinghausen Amerdingen Ammerbuch Ammersbek Ammerthal Amorbach Ampfing Ampfurt Ampleben Amstetten Amt Amöneburg Andechs Anderbeck Andernach Angelbachtal Angelburg Angelburg-Lixfeld Anger Angermünde Angersdorf Anhalt-Bitterfeld Anhausen Ankershagen Anklam Ankum Annaberg Annaberg-Buchholz Annaburg Annahütte Annweiler Anrode Ansbach Antdorf Antrifttal Antweiler Apelern Apen Apenburg Apensen Apfeldorf Apfeltrach Apolda Appel Appen Appenweier Appertshofen Archsum Arendsee Aresing Arft Argenbühl Argenschwang Argenthal Arkebek Armstorf Arnbruck Arneburg Arnsberg Arnsberg- Arnsberg-Arnsberg Arnsberg-Voßwinkel Arnschwang Arnsdorf Arnstadt Arnstein Arnstorf Arrach Arsten Artern Artern/Unstrut Artlenburg Arzbach Arzberg Arzfeld Asbach Asbach-Bäumenheim Aschaffenburg Aschau Ascheberg Ascheberg-Herbern Ascheffel Aschendorf Aschersleben Asendorf Aspenstedt Asperg Aspisheim Asslar Atenstadt Attendorn Attenhofen Attenkirchen Attenweiler Attenweiler-Rupertshofen Atzelgift Atzendorf Au Aubing Aubstadt Auderath Aue Aue- Aue-Bad Auen Auenwald Auerbach Auerbach/Vogtland Auernheim Auerswalde Auetal Auetal-Rehren Augsburg Augsburg-Bärenkeller Augustdorf Augustusburg Auhagen Aukrug Aulendorf Aulosen Auma Auma-Weidatal Aumühle Aurach Aurachtal Aurich Ausleben Auw Aventoft Averlak Axstedt Aying Ayl Aystetten Aßlar Aßlar-Ortsteil Aßlar-Werdorf B BAD BD-Öfingen BERLIN Baar Baar-Ebenhausen Baar-Oberbaar Babenhausen Babensham Bach Bacharach Bachhagel Backnang Bad Bad-Breisig Bad-Rippoldsau-Schapbach Badbergen Baddeckenstedt Badeborn Baden Baden-Baden Baden-Baden-Steinbach Baden-Württemberg Badendorf Badenweiler Badra Baesweiler Baesweiler-Beggendorf Baesweiler-Setterich Bahlingen Bahrdorf Bahrenborstel Bahretal Baienfurt Baierbach Baierbrunn Baiern Baiersbronn Baiersdorf Baindt Baldham Balesfeld Balge Balgheim Balingen Balingen-Dürrwangen Balingen-Frommern Balingen-Heselwangen Balingen-Zillhausen Balje Ballendorf Ballenstedt Ballhausen Ballrechten-Dottingen Balve Balzhausen Bamberg Bammental Bandau Bandekow Bandelin Bandenitz Bann Bannberscheid Bannewitz Barbing Barby Barchfeld-Immelborn Bardowick Barenburg Barendorf Bargau Bargenstedt Bargfeld-Stegen Bargischow Bargstall Bargstedt Bargteheide Bargum Barkenholm Barleben Barlt Barmke Barmstedt Barner Barnim-Wandlitz Barnin Barnitz Barnstädt Barntrup Barsbek Barsbüttel Barsinghausen Barsinghausen-Goltern Barsinghausen-Kirchdorf Barsinghausen-Langreder Bartenshagen Bartenshagen-Parkentin Barth Bartholomä Bartow Barum Baruth Baruth/Mark Barßel Basedow Bassenheim Bassum Basthorst Bastorf Battenberg Battweiler Baumholder Baunatal Bautzen Bayerbach Bayerfeld-Steckweiler Bayerisch Bayern Bayreuth Bebenhausen Bebra Becherbach Bechhofen Bechstedt-Wagd Bechtheim Beckdorf Beckedorf Beckeln Beckerwitz Beckingen Beckingen-Honzrath Beckingen-Saarfels Beckum BeckumBeckum Bedburg Bedburg-Grottenherten Bedburg-Hau Bedburg-Kaster Bedburg-Königshoven Beedenbostel Beelen Beelitz Beerfelden Beesenstedt Beeskow Beetzendorf Beetzsee Beggerow Behrensdorf Behrenshagen Behrenwalde Beidendorf Beidenfleth Beiersdorf Beiersdorf-Freudenberg Beierstedt Beilngries Beilrode Beilstein Beimerstetten Beindersheim Beinerstadt Beldorf Belgern Belgern-Schildau Belgernshain Belgershain Bell Bellenberg Bellheim Bellingen Belm Beltheim Beltheim-Frankweiler Belum Belzig Bempflingen Bendestorf Bendfeld Bendorf Bengel Benitatxell Benitz Benneckenstein Bennewitz Benningen Bensdorf Bensheim Bensheim-Gronau Benthe Bentwisch Bentzin Benz Beratzhausen Berching Berchtesgaden Berenbrock Berg Berg-Kempfenhausen Berg/Sibichhausen Berga Berge Bergen Bergenhausen Bergenhusen Bergfeld Bergheim Bergheim-Glessen Bergheim-Kenten Bergheim-Quadrath-Ichendorf Bergheim-Zieverich Berghülen Bergisch Bergisch-Gladbach Bergkamen Bergkamen- Bergkamen-Overberge Bergkirchen Berglen Bergneustadt Bergrheinfeld Bergsich Beringstedt Berk Berka/Werra Berkatal Berkenbrück Berkheim Berkholz-Meyenburg Berl.10 Berlichingen Berlin Berlin- Berlin-Alt-Hohenschönhausen Berlin-Altglienicke Berlin-Biesdorf Berlin-Blankenburg Berlin-Bohnsdorf Berlin-Buckow Berlin-Dahlem Berlin-Frohnau Berlin-Gropiusstadt Berlin-Heiligensee Berlin-Hellersdorf Berlin-Karolinenhof Berlin-Karow Berlin-Kaulsdorf Berlin-Kladow Berlin-Lichtenrade Berlin-Lichterfelde Berlin-Lichterfelde-Ost Berlin-Mahlsdorf Berlin-Mariendorf Berlin-Marzahn Berlin-Müggelheim Berlin-Neukölln Berlin-Niederschönhausen Berlin-Pankow Berlin-Rahnsdorf Berlin-Rudow Berlin-Spandau Berlin-Staaken Berlin-Steglitz Berlin-Tegel Berlin-Treptow Berlin-Wannsee Berlin-Zehlendorf Bermatingen Bermbach Bermel Bernau Bernburg Berndorf Berne Bernhardswald Bernitt Bernkastel Bernkastel-Kues Bernkastel-Wittlich Bernried Bernsdorf Bernstadt Bernstein Bernterode Berschweiler Bersenbrück Berthelsdorf Bertsdorf-Hörnitz Berumbur Berwangen Berzhahn Berzhausen Bescheid Besdorf Beselich Beselich-Obertiefenbach Beselin Besigheim Bessenbach Bestensee Bestwig Betheln Betteldorf Bettenfeld Bettingen Betzdorf Betzendorf Betzenweiler Betzigau Beuren Beutelsbach Bevern Beverstedt Beverungen Bexbach Bexbach-Frankenholz Bexbach-Höchen Biberach Biberbach Bibertal Bibertal-Bühl Biblis Bickenbach Bidingen Biebelried Biebelsheim Bieberehren Biebergemünd Biebergemünd-Bieber Biebergemünd-Lanzingen Biebertal Biebesheim Biedenkopf Biedenkopf-Eckelshausen Biedenkopf-Kombach Biedenkopf-Wallau Biederbach Biederitz Biedershausen Bielefeld Bielefeld-Quelle Bielefeld-Vlotho Biendorf Bienenbüttel Biere Biersdorf Biesdorf Bieselsberg Biesenthal Biessenhofen Bietigheim Bietigheim-Bissingen Bietigheim-Bissingen-Bietigheim Billerbeck Billigheim Billigheim-Allfeld Billigheim-Ingenheim Bilsen Bilshausen Bilzingsleben Bindlach Bingen Bingenheim Binnen Binsfeld Binz Binzen Bippen Birenbach Birgel Birgland Birken-Honigsessen Birkenau Birkenau- Birkenbeul Birkenfeld Birkenfeld-Gräfenhausen Birkenheide Birkenhördt Birkenwerder Birnbach Birstein Birstein-Lichenroth Bischberg Bischbrunn Bischoffen Bischofferode Bischofrod Bischofsgrün Bischofsheim Bischofsmais Bischofswerda Bisingen Bismark Bispingen Bispingen-Steinbeck Bissendorf Bitburg Bitterfeld Bitterfeld-Wolfen BitterfeldWolfen Bittkau Bitz Blaichach Blankenbach Blankenberg Blankenburg Blankenfelde Blankenfelde-Mahlow Blankenhagen Blankenhain Blankenheim Blankenheim-Lommersdorf Blankenheim-Rohr Blankenhof Blankenrath Blankensee Blankenstein Blaubach Blaubeuren Blaubeuren/OT Blaufelden Blaustein Bleckede Bleckenstedt Bleckhausen Bleialf Bleicherode Blekendorf Bliedersdorf Bliesdorf Blieskastel Blieskastel- Blindheim Blomberg Blowatz Blumberg Blumenholz Blunk Blösien Bobbau Bobengrün Bobenheim Bobenheim-Roxheim Bobenthal Bobingen Bobingen-Straßberg Bobritzsch Bobritzsch-Hilbersdorf Bobzin Bochin Bocholt Bocholt-Barlo Bochum Bochum-Dahlhausen Bochum-WAT-Höntrop Bockau Bockenau Bockenem Bockenem-Ortshausen Bockenheim Bockhorn Bockhorn-Ellenserdamm Bockhorst Bocksberg Bodelshausen Bodelwitz Bodenbach Bodenfelde Bodenkirchen Bodenmais Bodenwerder Bodenwöhr Bodman Bodman-Ludwigshafen Bodnegg Bodolz Bogen Bohmstedt Bohmte Boiensdorf Boitze Boitzenburg Boizenburg Boizenburg/Elbe Bokel Bokensdorf Bokholt Boksee Bolanden Boldekow Bollendorf Bollensen Bollewick Boltenhagen Bomlitz Bondorf Bongard Bonn Bonn-Bad Bonn-Beuel Bonn-Friesdorf Bonn-Lengsdorf Bonndorf Bonstetten Boock Bookholzberg Boos Boostedt Bopfingen Bopfingen/Ot Boppard Boppard-Weiler Borchen Bordesholm Boren Borgentreich Borgentreich-Bühne Borgentreich-Manrode Borgholzhausen Borgstedt Borgwedel Borken Borken-Burlo Borken-Gombeth Borkenwirthe/Burlo Borkheide Borkow Borkum Borkwalde Borler Born Borna Borne Bornhagen Bornheim Bornheim-Hersel Bornheim-Sechtem Bornhöved Bornstedt Borod Borrentin Borsdorf Borsfleth Borstel Borstel-Hohenraden Borstendorf Borstorf Borxleben Bosau Bosen Bosenbach Bosenbach-Friedelhausen Bothel Bottenbach Bottendorf Bottrop Bous Bovenden Boxberg Boxberg-Kupprichhausen Boxberg-Schwabhausen Boxberg-Untershüpf Braak Brachbach Brachtal Brachttal Brachwitz Brackel Brackenheim Brackenheim-Botenheim Brackenheim-Meimsheim Brackstedt Braderup Brahlstorf Brake Brakel Brakel-Hembsen Bramsche Bramstedt Bramstedtlund Brand Brand-Erbisdorf Brande-Hörnerkirchen Brandenburg Brandenburg-Beetzsee Brandis Brandscheid Brannenburg Branschweig Braubach Brauneberg Braunfels Braunfels-Tiefenbach Braunlage Braunsbach Braunsbedra Braunschweig Braunschweig-Hondelage Braunschweig-Mascherode Braunschweig-Watenbüttel Braunsdorf Braunshorn Brauweiler Brechen Brechen-Niederbrechen Breckerfeld Breddin Bredenfelde Bredstedt Breege Breese Breesen Brehna Breidenbach Breidenbach-Kleingladenbach Breidenbach-Wiesenbach Breiholz Breisach Breit Breitbrunn Breitenbach Breitenberg Breitenbrunn Breitenbrunn-Bedernau Breitenbrunn/Erzgeb. Breitenburg Breitenfeld Breitenfelde Breitengüßbach Breitenhagen Breitenthal Breitenworbis Breitnau Breitscheid Breitscheidt Breitungen Brekendorf Breklum Bremen Bremen-Kattenturm Bremen/Alt-Osterholz Bremen/Farge Bremen/Hastedt Bremen/Neue Bremen/Walle Bremerhaven Bremerhaven-Wulsdorf Bremervörde Brenken Brennberg Brensbach Brest Breternitz Bretleben Bretnig Bretnig-Hauswalde Bretten Bretten-Diedelsheim Brettin Bretzenheim Bretzfeld Breuberg Breuna Brevörde Breydin Brickeln Briedel Brielow Brieselang Brieskow-Finkenheerd Brietlingen Brietzig Brilon Brilon-Wald Britz Brockel Brockum Brodersby Broderstorf Brohl-Lützing Brokdorf Brokstedt Brombachtal Brombachtal/Böllstein Brome Bromskirchen Bronkow Brotterode-Trusetal Bruchertseifen Bruchhausen-Vilsen Bruchköbel Bruchmühlbach Bruchmühlbach-Miesau Bruchsal Bruchsal-Heidelsheim Bruchweiler Bruchweiler-Bärenbach Bruck Bruckberg Bruckmühl Brunaschweig Brunn Brunnen Brunnthal Brunow Brunsbek Brunsbek-Langelohe Brunsbüttel Bruschied Brusow Bräuningshof Bräunlingen Bröckel Brück Brücken Brüel Brüggen Brüggen-Born Brüggen-Bracht Brühl Brühl-Rohrhof Brünn Brüsewitz Brüssow Bubenheim Bubenreuth Bubesheim Bubsheim Buch Bucha Buchbach Buchberg Buchdorf Buchen Buchen-Bödigheim Buchen-Götzingen Buchen/Hettingen Buchenberg Buchenberg-Kreuzthal Buchet Buchholz Buchholz-Holm-Seppensen Buchholz-Trelde Buchloe Buchwalde Buckow Budenheim Buende Bugewitz Buggenhagen Buggingen Buggingen-Seefelden Buisdorf Bullay Bullendorf/ Bunde Bundenbach Bunsoh Burbach Burg Burg-Parchau Burg-Schartau Burgau Burgbrohl Burgbrohl-Lützingen Burgdorf Burgdorf-Ehlershausen Burgebrach Burgen Burgfarrnbach Burghaslach Burghaun Burghausen Burgheim Burgkirchen Burgkunstadt Burglengenfeld Burgoberbach Burgrieden Burgrieden-Rot Burgschwalbach Burgsolms Burgstall Burgstädt Burgthann Burgwald Burgwedel Burgwedel-Engensen Burgwindheim Burhave Burkardroth Burkardroth-OT Burkau Burkersdorf Burkhardtsdorf Burladingen Burladingen-Gauselfingen Burow Burscheid Burtenbach Buschhoven Buschmühlen Buschvitz Busdorf Buseck Busenberg Busenwurth Butjadingen Buttstädt Butzbach Butzow Buxheim Buxtehude Bächingen Bäk Bärenbach Bärenstein Bärnau Bärwalde Bärweiler Böbing Böbingen Böblingen Böbrach Böel Böhl-Iggelheim Böhlen Böhme Böhmenkirch Böklund Bönebüttel Bönen Bönnigheim Bönningstedt Börde-Hakel Bördeland Börger Börgerende Börgerende-Rethwisch Börnichen Börnicke Börnsen Börwang Börßum Bösel Böttingen Bötzow Büchel Büchen Büchenbach Büchenbeuren Büchlberg Bückeburg Bückeburg-Bergdorf Büddenstedt Büdelsdorf Büdingen Büdingen-Rohrbach Büdingen-Vonhausen Bühl Bühl-Stadtteil Bühlertal Bühlertann Bühlerzell Bühnsdorf Bühren Bünde Büren Bürgel Bürgeln Bürstadt Büschdorf Büschfeld Büsingen Büsum Büsumer Bütlingen Büttelborn Büttelborn-Worfelden Büttelkow Bütthard Bützow Caan Cadenberge Cadolzburg Calau Calbe Calberlah Calden Callbach Callenberg Calvörde Calw Calw-Stammheim Cambs Cammin Can Capdepera Capelle Cappeln Carlow Carlsberg Carlsfeld Carpin Casekow Castell Castrop Castrop-Rauxel Cavertitz Celle Celle-Klein Celle-Westercelle Cham Chemnitz Chieming Chorin Christgrün Christiansholm Clausen Clausthal Clausthal-Zellerfeld Claußnitz Cleebronn Clenze Cloppenburg Coburg Cochem Cochem-Zell Coesfeld Coesfeld-Lette Colbitz Colditz Collenberg Collenberg-Reistenhausen Colmberg Colmnitz Contwig Coppenbrügge Coppengrave Cornberg Coswig Cottbus Crailsheim Cramberg Cramonshagen Creglingen Cremlingen Creuzburg Creußen Crimmitschau Crinitz Crinitzberg Crispendorf Crivitz Crostau Crostwitz Crottendorf Cunewalde Cunnersdorf Cuxhaven Cuxhaven-Döse Cxuhaven Cämmerswalde Cölbe Cölpin Daaden Dabel Daberkow Dachau Dachsenhausen Dackenheim Dagebüll Dahlem Dahlem-Schmidtheim Dahlen Dahlenberg Dahlenburg Dahlewitz Dahlheim Dahme Dahme-Spreewald-Eichwalde Dahme-Spreewald-Teupitz Dahme/Mark Dahmen Dahn Dahnen Daisendorf Dalberg Dalheim Dalldorf Dallgow Dallgow-Döberitz Damendorf Damflos Damm Dammbach Damme Damp Damsdorf Damshagen Dankmarshausen Dannau Danndorf Dannenberg Dannenberg-OT Dannenbüttel Dannenfels Dannenwalde Dannewerk Dannstadt-Schauernheim Dansenberg Dardesheim Dargow Dargun Darlingerode Darmstadt Darmstadt-Dieburg Dasing Dassel Dassendorf Dassow Datteln Dattenberg Datzeroth Datzetal Daubach Daun Daun-Gillenfeld Dausenau Dautmergen DautphetaL Dautphetal Dauwelshausen Daxweiler Dechow Dedeleben Dedelstorf-Allersehl Deersheim Deesen Deggemdorf Deggendorf Deggenhausertal Deggenhausertal-Urnau Deggingen Deidesheim Deilingen Deimberg Deining Deiningen Deinste Deisenhofen Deisslingen-Lauffen Deizisau Deißlingen Delbrück Delingsdorf Delitzsch Dellfeld Delligsen Dellstedt Delmenhorst Delve Demen Demitz-Thumitz Demling-Großmehring Demmin Denkendorf Denklingen-Landsberg Denkte Densdorf Denstorf Dentlein Denzlingen Derben Derenburg Derental Dermbach Dernbach Dersau Derschen Dersekow Dersum Dertingen Dessau Dessau-Roßlau Dessau-Waldersee Dessau_Roßlau Dessow Detern Detmold Detmold- Detmold-Berlebeck Detmold-Hornoldendorf Dettelbach Dettelbach/Bibergau Dettenhausen Dettenheim Dettenheim-Liedolsheim Dettenheim/ Dettighofen Dettighofen-Baltersweil Dettingen Dettingen/Erms Dettmannsdorf Deuben Deuerling Deuselbach Deutsch Deutscheinsiedel Deutschland Deutschland-Hirschberg Deutschneudorf Dexheim Deyelsdorf Dhronecken Dickesbach Didderse Diebach Dieblich Dieburg Diedersdorf Diedesfeld Diedorf Diedorf-Lettenbach Diedrichshagen Diehsa Diekhof Diekholzen Diekusen-Fahrstedt Dielheim Dielmissen Diemelsee Diemelstadt Diemelstadt-Wrexen Diepenau Diepholz Diera-Zehren Dierbach Dierdorf Dierhagen Dierscheid Diesdorf Dieskau Diespeck Diessen Dietenheim Dietersburg Dietersheim Dieterskirchen Dietfurt Dietingen Dietmannsried Dietrichingen Dietzenbach Dietzhausen Dietzhölztal Dietzhölztal-Ewersbach Dietzhölztal-Rittershausen Diez Dießen Dill Dillenburg Dillenburg-Donsbach Dillenburg-Niederscheld Dillendorf Dillhausen Dillingen Dillingen/ Dillingen/Saar Dimbach Dingden Dingelstedt Dingelstädt Dingen Dingolfing Dinkelsbühl Dinkelscherben Dinklage Dinslaken Dintenhofen Dippach Dippmannsdorf Dippoldiswalde Dirmstein Dischingen Dissen Dissenchen Ditfurt Ditscheid Dittelbrunn Dittelsheim-Hessloch Dittelsheim-Heßloch Dittenheim Dittmannsdorf Ditzingen Ditzingen-Heimerdingen Ditzingen-Schöckingen Divitz-Spoldershagen Dobbeln Dobbertin Dobbin-Linstow Dobel Doberlug-Kirchhain Doberschau-Gaußig Doberschütz Dockweiler Dogern Dohma Dohna Dohren Dolgesheim Dollbergen Dollenchen Dollendorf Dollerup Dollnstein Dombühl Domersleben Dommitzsch Domsdorf Donaueschingen Donaustauf Donauwörth Donnersdorf Donsieders Donzdorf Dorf Dorfen Dorfhain Dorfprozelten Dormagen Dormagen-Rheinfeld Dorn-Dürkheim Dornburg Dornburg-Camburg Dornburg-Wilsenroth Dorndorf Dorndorf-Steudnitz Dornhan Dornhan-Marschalkenzimmern Dornstadt Dornstetten Dornstetten-Aach Dornum Dornumersil Dorsheim Dorstadt Dorsten Dorsten-Rhade Dortmund Dortmund-Bittermark Dortmund-Lütgendortmund Dortmund-Mitte Dotternhausen Drage Dragun Drais Drangstedt Dransfeld Dranske Drebach Drebkau Dreetz Drei Dreieich Dreieich-Dreieichenhain Dreieichenhain Dreifelden Dreiheide Dreikirchen Dreis-Brück Dreisen Drelsdorf Drensteinfurt Drensteinfurt-Walstedde Dreschvitz Dresden Drestedt Drewin Dreye Drieberg Driedorf Drispeth Drochtersen Drolshagen Droschka Droyßig Ducherow Duchroth Dudeldorf Dudenhofen Duderstadt Dudweiler Dudweiler-Herrensohr Duggendorf Duingen Duisburg Duisburg-Baerl Duisburg-Hochheide Dummerdorf Dummersdorf Dummerstorf Dungelbeck Dunningen Dunsum Dunum Dunzweiler Durmersheim Durmserheim Dutzow Dußlingen Dägeling Dähre-Bonese Dämelow Dänischenhagen Dänkritz Döbbersen Döbeln Döbern Döhlau Dölbau Döllstädt Dömitz Dörentrup Dörfles-Esbach Dörnberg Dörnitz Dörpen Dörpling Dörpstedt Dörpum Dörrenbach Dörscheid Dörth Dörverden/ Dörzbach Dötlingen Dülken Dülmen Dülmen-Buldern Dümmer Dümpelfeld Düngenheim Dünsen Dürbheim Düren Düren-Arnoldsweiler Düren-Birkesdorf Düren-Hoven Düren-Merken Dürmentingen Dürrenberg Dürrlauingen Dürrröhrsdorf-Dittersbach Dürrwangen Düsseldorf Düsseldorf-Flehe Düsseldorf-Hubbelrath Düsseldorf-Oberkassel Düsseldorf-Unterbach Düsseldorf-Wersten Düsseldorf-Wittlaer Düvier EICH EUPEN Ebelsbach Ebenhausen Ebensfeld Ebenweiler Eberbach Eberdingen Eberdingen-Nussdorf Eberfing Ebergötzen Eberhardzell Ebern Ebersbach Ebersbach- Ebersbach-Neugersdorf Ebersberg Ebersdorf Ebersried Ebersried/ Eberstadt Eberswalde Ebertshausen Ebertsheim Ebhausen Ebingen Ebrach Ebringen Ebsdorfergrund Ebstorf Echem Eching Echzell Echzell-Bingenheim Eckardroth Eckardtshausen Eckartsberga Eckelsheim Eckenroth Eckental Eckental-Eckenhaid Eckernförde Eckersdorf Eckersweiler Eckhorst Ecklak Eddelak Edemissen Edemissen-OT Edenkoben Edermünde Edermünde-Besse Edersleben Edertal Edertal-Kleinern Edesheim Edewecht Edger-Eller Ediger Ediger-Eller Edingen-Neckarhausen Edling Effeltrich Efringen-Kirchen Egeln Egelsbach Egenhausen Egenhofen Egestorf Eggebek Eggenfelden Eggenstedt Eggenstein Eggenstein-Leopoldshafen Eggenthal Eggersdorf Eggesin Eggingen Egglham Egglkofen Eggolsheim Eggstedt Eggstätt Eging Eglharting Egloffstein Eglofs Egmating Egweil Ehekirchen Ehekirchen-Weidorf Ehingen Ehlenz Ehlershausen Ehlscheid Ehningen Ehra Ehra-Lessien Ehrenkirchen Ehringshausen Ehringshausen-Daubhausen Ehringshausen-Katzenfurt Eibach Eibau Eibau-Neueibau Eibelstadt Eibenstock Eibenstock-Wildenthal Eich Eichberg Eichelhardt Eichenau Eichenbarleben Eichenberg Eichenbühl Eichendorf Eichenwalde Eichenzell Eichigt Eichstedt Eichstetten Eichstätt Eichwalde Eickendorf Eicklingen Eigeltingen Eilenburg Eilenstedt Eilsdorf Eilsleben Eime Eimeldingen Eimen Eimke Einbeck Einbeck-Greene Einbeck-Kreiensen Einbeck-Salzderhelden Einhausen Einselthum Einöllen Eiselfing Eisenach Eisenbach Eisenberg Eisenberg-Steinborn Eisenheim Eisenhüttenstadt Eisfeld Eisingen Eisleben Eislingen Eislingen/Fils Eiterfeld Eitorf Eitting Eixen Ekenis Elbe Elbe-Parey Elbe-Parey-Parey Elben Elbeu Elbingerode Elbtal Elbtal-Dorchheim Elchesheim-Illingen Elchingen Eldena Eldingen Elfershausen Elisenau Elkenroth Elleben Ellefeld Ellenz-Poltersdorf Ellerau Ellerbek Ellerhoop Ellern Ellgau Ellhofen Ellingen Ellingstedt Ellrich Ellwangen Elm Elmenhorst Elmenhorst-Kreis Elmenhorst/Lichtenhagen Elmshausen Elmshorn Elmstein Elpenrod Elpersbüttel Elscheid Elsdorf Elsdorf-Westermühlen Elsfleth Elsfleth-Moorriem Elskop Elsteraue Elsterberg Elsterheide Elsterwerda Elstheide Elstra Elterlein Eltmann Eltville Elverdissen Elversberg Elxleben Elz Elzach Elze Embsen Emden Emerkingen Emersacker Emkendorf Emlichheim Emlichheim/Grafschaft Emmelsbüll-Horsbüll Emmelshausen Emmendingen Emmendorf Emmenhausen Emmeningen Emmerich Emmerich-Elten Emmerich-Hüthum Emmering Emmerke Emmerthal Emmerting Emmerzhausen Emmingen Emmingen-Liptingen Empfingen Emsbüren Emsdetten Emseloh Emstek Endingen Endschütz Enge-Sande Engelbrechtsche Engelmannsreuth Engelsberg Engelsbrand Engelsbrand-Grunbach Engelsbrand-Salmbach Engelskirchen Engelthal Engen Enger Enger-Bustedt Engersen Engstingen Engstlatt Eningen Enkenbach Enkenbach-Alsenborn Enkirch Ennepetal Ennetach Ennigerloh Ensdorf Ense Ense-Bremen Ensheim Enspel Enzen Enzklösterle Epenwöhrden Epfach Epfach-Denklingen Epfenbach Epfendorf Eppelborn Eppelheim Eppenberg Eppenbrunn Eppendorf Eppenrod Eppertshausen Eppingen Eppingen-Rohrbach Eppishausen Eppstein Eppstein-Niederjosbach Erbach Erbach-Eltville Erbendorf Erbes-Büdesheim Erdeborn Erdesbach Erding Erdmannhausen Erdorf Erdweg Eresing Erfde Erftstadt Erftstadt-Friesheim Erftstadt-Gymnich Erftstadt-Köttingen Erftstadt-Lechenich Erfurt Erfurt-Büßleben Erfweiler Ergolding Ergoldsbach Erharting Ering Eriskirch Erkelenz Erkenbrechtsweiler Erkheim Erklenz Erkner Erkrath Erlabrunn Erlangen Erlangen-Tennenlohe Erlau Erlbach Erlenbach Erlenbach-Streit Erlenmoos Erlensee Erligheim Erlingen Ermsleben Erndtebrück Ernsgaden Erolzheim Erpel Erpolzheim Erwitte Erxleben Erzhausen Esch Esch/Auweiler Eschach Eschach-Holzhausen Eschau Eschau-Hobbach Eschborn Eschdorf Escheburg Eschede Eschelbronn Eschenbach Eschenburg Eschershausen Eschlkam Eschneburg Eschwege Eschweiler Eschweiler/Rhld. Esens Esgrus Eslarn Eslohe Espelkamp Espenau Essel Esselborn Essen Essen-Bredeney Essen-Rüttenscheid Essenbach Essenheim Essenrode Essingen Esslingen Estedt Estenfeld Esterwegen Estorf Etschberg Ettenheim Ettenheim-Ettenheimweiler Etting Ettlingen Ettringen Etzbach Etzelwang Eulenbis Eurasburg Euskirchen Euskirchen-Stotzheim Eutin Eutingen Eußenheim Eußerthal Eversen Eversmeer Everswinkel Evessen Extertal Eydelstedt Eyendorf Eystrup Eßweiler Fahrdorf Fahren Fahrenbach Fahrenzhausen Faid Falkenberg Falkenberg/ Falkenberg/Elster Falkenfels Falkenhain Falkenrehde Falkensee Falkenstein Falkenstein-Vogtland Falkenstein/Harz Falkenstein/Vogtland Farchant Fargau Farnstädt Farschweiler Farsleben Farven Faulenhorst Faßberg Fehmarn Fehrbellin Feilitzsch Feldafing Feldatal Feldberg Feldberg-Falkau Feldberger Feldkirchen Feldkirchen-Westerham Felixsee Fellbach Fellen Fellheim Felsberg Ferchland Ferdinandshof Fernwald Fernwald-Steinbach Ferschweiler Feucht Feuchtwangen Feusdorf Fichtelberg Fichtenau Fichtenau-Unterdeufstetten Fichtenberg Fichtenwalde Fichtwald Filderstadt Filsen Filsum Fincken Finkenbach-Gersweiler Finne Finnentrop Finning Finsing Finsterbergen Finsterwalde Fintel Firrel Fischach Fischbach Fischbachau Fischbachtal Fischen Fischerbach Fischerhude-Quelkhorn Fischingen Fitzen Flacht Fladungen Flammersfeld Flechtingen Fleckeby Flein Flemlingen Flenbsburg Flensburg Flensburg/Krusau Fleringen Flessenow Flieden Flieth-Stegelitz Flintbek Flintsbach Floh Floh-Seligenthal Flomborn Flonheim Florstadt Florstadt-Stammheim Floss Floß Fluorn-Winzeln Fluterschen Flußbach Flöha Flörsbachtal Flörsbachtal-Lohrhaupten Flörsheim Flörsheim-Dalsheim Fockbek Fohren-Linden Font Forbach Forchheim Forchtenberg Forheim Forst Forst/Lausitz Forstinning Fouquettin Framersheim Frammersbach Frankelbach Frankenau Frankenbach Frankenberg Frankenberg/ Frankenberg/Eder Frankenberg/Sa. Frankenblick Frankendorf Frankeneck Frankenhain Frankenhardt Frankenheim Frankenstein Frankenthal Frankenthal-Eppstein Frankfurt Frankfurt-Nied Frankleben Frankreich-Schoeneck Frankweiler Franzburg Frauenberg Frauenneuharting Frauensee Frauenstein Frauenwald Fraureuth Frechen Frechen- Frechen-Königsdorf Freckenfeld Freden Fredenbeck Fredersdorf Fredersdorf-Vogelsdorf Fredesdorf Frei-Laubersheim Freiberg Freiburg Freiburg-St. Freidorf Freienbrink Freiensteinau Freienwill Freigericht Freihalden Freihung Freilassing Freilingen Freimersheim Freinsheim Freisen Freising Freistett Freital Freital-Pesterwitz Frellstedt Fremdingen Freren Fresendorf Frestedt Freudenberg Freudenberg-Rauenberg Freudenburg Freudenstadt Freudental Freyburg Freystadt Freyung Frickenhausen Frickenhausen-Linsenhofen Frickhofen Frickingen Fridingen Fridolfing Friedberg Friedeburg Friedelhausen Friedelsheim Friedenweiler Friedewald Frieding Friedland Friedrichroda Friedrichsdorf Friedrichshafen Friedrichshof Friedrichshofen Friedrichsholm Friedrichskoog Friedrichskoog-Spitze Friedrichsruhe Friedrichstadt Friedrichsthal Frielendorf Friesack Friesenhagen Friesenheim Friesenhofen Friesoythe Friolzheim Frittlingen Fritzlar Frohburg Frohnau Frohnhofen Frohnlach Fronhausen Frontenhausen Frose Frst Fränkisch-Crumbach Fröndenberg Fröndenberg/Ruhr Fröttstädt Fuchsstadt Fuchstal Fuerstenfeldbruck Fuhlendorf Fuhlendorf-Bodstedt Fulda Fuldabrück Fuldatal Fuldatal-Simmershausen Furth Furtwangen Fußgönheim Fußgönnheim Föckelberg Föhren Förderstedt Förste/Ostrode Fünfseen Fünfstetten Fürstenau Fürstenberg Fürstenberg-Lichtenfels Fürstenberg/Havel Fürstenfeldbruck Fürstenwalde Fürstenwalde/Spree Fürstenwerder Fürstenzell Fürstenzell-Engertsham Fürth Fürth-Stadeln Füssen GM-Hütte Gaberndorf Gablenz Gablingen Gabsen Gachenbach Gackenbach Gadebusch Gadeland Gager Gaggenau Gaggenau-Ottenau Gaiberg Gaienhofen Gaildorf Gailingen Gaimersheim Galenbeck Gallentin Gallin-Kuppentin Gallinchen Gallmersgarten Galmsbüll Gammelin Gammelsdorf Gammelshausen Gammertingen Gammertingen-Neufra Ganderkesee Gangelt Gangelt-Birgden Gangelt-Schierwaldenrath Gangkofen Ganzig Garbsen Garbsen-Altgarbsen Garbsen-Horst Garbsen-Osterwald Garching Gardelegen Garding Garlstorf Garmisch-Partenkirchen Garrching Garrel Garrel-Beverbruch Gars Garstedt Gartow Garz Garz/Golm Gatersleben Gattendorf Gau Gau-Algesheim Gau-Bickelheim Gau-Bischofsheim Gau-Odernheim Gauern Gaugrehweiler Gaukönigshofen Gauting Gauting-Stockdorf Gebehofen Gebhardshain Gebroth Gechingen Gedern Geeste Geesthacht Geestland Geestland-Elmlohe Geestland-Langen Gefell Gefrees Gehlberg Gehrde Gehrden Gehrweiler Geich Geichlingen Geiersthal Geilenkirchen Geilenkirchen-Stadt Geilnau Geinsheim Geisa Geiselbach Geiselhöring Geiselwind Geisenfeld Geisenhausen Geisenheim Geisfeld Geisig Geising Geisingen Geislingen Geislingen-Aufhausen Geislingen-Erlaheim Geithain Geithain-Wickershain Gelbensande Geldern Gelhnausen Gellershausen Gelnhausen Gelnhausen-Hailer Gelnhausen-Höchst Gelnhausen-Meerholz Gelsenkirchen Gelsenkirchen-Buer Geltendorf Gelting Gemeinde Gemmingen Gemmingen-Stebbach Gemmrigheim Gemünd Gemünden Genderkingen Gengenbach Genhodder Gensingen Genthin Georgenberg Georgenthal Georgsdorf Georgsmarienhütte Gera Gera-Langenberg Gera-Wolfsgefärth Geraberg Gerabronn Gerach Gerbach Gerbershausen Gerbstedt Geretsried Gerichshain Geringswalde Gerlingen Germaringen Germaringen-Obergermaringen Germering Germering/Unterpfaffenhofen Germersheim Germersheim-Sondernheim Gernrode Gernsbach Gernsbach-Hilpertsau Gernsheim Geroldsgrün Gerolsbach Gerolsheim Gerolstein Gerolstein-Oos Gerolzhofen Gersdorf Gersfeld Gersheim Gerstetten Gerstetten-Heuchlingen Gersthofen Gerstungen Gerswalde Gerwisch Gerzen Geschendorf Gescher Gescher-Hochmoor Geschwenda Gesees Geseke Geseke-Eringerfeld Gessertshausen Gestratz Gettorf Gevelsberg Gevenich Gevensleben Geversdorf Gexberg Geyer Gieboldehausen Giekau Gielde Gielert Gielow Giengen Giersleben Giesen Gießen Gießen-Rödgen Gießübel Gifhorn Gifhorn-Wilsche Gifhorn/Kästorf Gilching Gildehaus Gillenfeld Gilserberg Gimbsheim Gimbweiler Gingen Gingst Ginsheim-Gustavsburg Ginsweiler Girkenroth Gladbach Gladbeck Gladbeck-Zweckel Gladenbach Glaisin Glan-Münchweiler Glandorf Glasau Glashuetten Glashütte Glashütte-Johnsbach Glashütte-Niederfrauendorf Glashütten Glashütten-Oberems Glattbach Glatten Glauburg Glauchau Gleichen Gleina Gleisweiler Gleiszellen-Gleishorbach Gletzow Glewitz Glienicke Glienicke- Glienicke-Nordbahn Glienicke/Nordbahn Glinde Glindenberg Glonn Glottertal Glowe Glücksburg Glückstadt Gmund Gnarrenburg Gnissau Gnoien Gnutz Goch Goch-Hassum Gochsheim Godelhausen Goe. Gohrisch Gokels Golchen Goldbach Goldbeck Goldberg Goldelund Goldenstedt Goldkronach Gollenberg Gollmenz Goltoft Golzow Golßen Gomadingen-Wasserstetten Gomaringen Gommern Gommersheim Gonbach Gondelsheim Gondenbrett Gondershausen Gonna Gonzerath Goosefeld Gorden-Staupitz Gorleben Gornau Gornsdorf Gorsleben Gortz Gorxheimertal Gosda Gose Gosheim Goslar Goslar-Immenrode Goslar-Jerstedt Goslar-Oker Goslar-Wiedelah Goslar/Lengde Gossersweiler-Stein Gotha Gottenheim Gottesgabe Gotteszell Gotthun Gottmadingen Gottmadingen-BIETINGEN Graal-Müritz Grabau Graben Graben-Neudorf Grabenstetten Grabow Grabowhöfe Grafenau Grafenberg Grafengehaig Grafenhausen Grafenrheinfeld Grafhorst Grafing Grafling Grafrath Grafschaft Grainau Grambow Grammelow Grammentin Grammetal Gramzow Grande Gransebieth Gransee Granzin Grapzow Grasberg Grasbrunn Grasellenbach Grasellenbach-Hammelbach Grasellenbach-Wahlen Grasleben Grassau Grauel Grauting Grebenau Grebenhain Grebenstein Grebin Greding Grefrath Grefrath-Oedt Greifenberg Greifenstein Greifenstein-Ulm Greifswald Greimerath Greimersburg Greiz Gremersdorf Grenderich Grenzach- Grenzach-Wyhlen Gresse Grettstadt Greven Grevenbroich Grevenbroich-Gustorf Grevenbroich-Hemmerden Grevenkop Grevesmühlen Grevesmühlen/Büttlingen Gribbohm Grieben Griebenow Gries Griesheim Griesingen Griesstätt Grimburg Grimma Grimmen Grobengereuth Groitzsch Gronau Gronau-Epe Grossefehn Grosselfingen Grossenstein Grossinzemoos Grosslittgen Groß Groß-Bieberau Groß-Gerau Groß-Gerau/ Groß-Gerau/Berkach Groß-Rohrheim Groß-Umstadt Groß-Zimmern GroßRosenburg Großaitingen Großalmerode Großbadegast Großbartloff Großbeeren Großbettlingen Großbothen Großbottwar Großbreitenbach Großbundenbach Großderschau Großdubrau Großdöbschütz Großefehn Großenaspe Großenbrode Großeneder Großenehrich Großengottern Großenhain Großenhof Großenkneten Großenlüder Großenlüder-Bimbach Großenrade Großensee Großenstein Großenwiehe Großerlach Großerlach-Liemersbach Großerlach-Schönbronn Großhabersdorf Großhansdorf Großharrie Großharthau Großharthau-Seeligstadt Großheide Großheirath Großhennersdorf Großheubach Großholbach Großkarlbach Großkayna Großkoschen Großkrotzenburg Großkugel Großkühnau Großlittgen Großlohra Großmaischeid Großmehring Großmühlingen Großnaundorf Großneuhausen Großniedesheim Großolbersdorf Großostheim Großostheim-OT Großostheim-Wenigumstadt Großpaschleben Großpostwitz Großpösna Großpösna-Güldengossa Großrosseln Großrosseln-Emmersweiler Großrosseln-St. Großräschen Großröhrsdorf Großrössen Großschirma Großschwabhausen Großschweidnitz Großschönau Großsolt Großsteinberg Großthiemig Großtreben Großvargula Großwallstadt Großweil Großwoltersdorf Großzschocher Großzössen Grub Grube Grubnow Gruibingen Grumbach Grundhof Grundshagen Gräfelfing Gräfenberg Gräfendorf Gräfenhain Gräfenhainichen Gräfenhausen(Birkenfeld) Gräfenthal Gräfentonna Grävenwiesbach Grävenwiesbach-Heinzenberg Gröbenzell Gröden Gröditz Grömbach Grömitz Gröningen Grönwohld Grüna Grünbach Grünberg Gründau Grünebach Grüneberg Grünenbach Grünewald Grünhain-Beierfeld Grünhainichen Grünheide Grünkraut Grünow Grünsfeld Grünstadt Grünstadt-Sausenheim Grünthal Grünwald Gschwend Gschwend-Mittelbronn Gstadt Guben Gudendorf Gudensberg Gudow Guldental Gummersbach Gummersbach-Derschlag Gumperda Gumtow Gundelfingen Gundelsheim Gundersweiler Gunningen Guntersblum Gunzenhausen Gusborn Gusow-Platkow Gustow Gutenacker Gutenberg Gutengermendorf Gutenzell Gutenzell-Hürbel Gutmadingen Guttenberg Gutweiler Guxhagen Gyhum Gädheim Gägelow Gärtringen Gäufelden Göda Göggingen Göhrde-Schmardau Göhren Göhren-Lebbin Göllheim Göllin Gönnersdorf Gönnheim Göpfersdorf Göppingen Görgeshausen Görisried Görkwitz Görlitz Görlitz/ Görsbach Görwihl Görzke Gösenroth Gössnitz Göttelborn Göttingen Gößnitz Gößweinstein Güglingen Güglingen-Eibensbach Güllesheim Gülze Gülzow Gülzow-Prützen Gülzow-Prüzen Günstedt Güntersen Güntersleben Günthersbühl Günz Günzburg Güsen Güssefeld Güsten Güster Güstrow Gütenbach Gütersloh Gützkow HAMBURG HERNE-SODINGEN HEUSWEILER Haag Haag/Amper Haan Haan-West Haar Haarbach Habenhausen Habichtswald Hachenburg Hackenheim Hadamar Hademstorf Haferungen Hage Hagen Hagen-Dahl Hagen/Lohme Hagenbach Hagenburg Hagenbüchach Hagenheim Hagenow Hagermarsch Hagnau Hahausen Hahn Hahnenklee-Bockswiese Hahnheim Hahnstätten Hahnweiler Haibach Haidmühle Haiger Haiger-Flammersbach Haiger-Langenaubach Haigerloch Haigerloch-Trillfingen Haigerloch-Weildorf Haimendorf Haimhausen Haimhausen-Oberndorf Haiming Haina Hainau Hainburg Hainewalde Hainfeld Hainichen Hainsfarth Haiterbach Haiterbach-Oberschwandorf Hakenstedt Halbe Halbemond Halberstadt Halblech Haldensleben Haldenwang Halen Halenbeck-Rohlsdorf Halfing Hallbergmoos Halle Halle-Blumenau Halle-Dautzsch Halle-Dölau Halle-Frohe Halle-Hunzen Halle-Reideburg Halle/S. Halle/West. Hallenberg Hallerndorf Hallig Hallstadt Halsbrücke Halstenbek Haltern Haltingen Halver Hambach Hambergen Hambrücken Hamburg Hamburg-Bergedorf Hamburg-Bergstedt Hamburg-Duvenstedt Hamburg-Heimfeld Hamburg-Iserbrook Hamburg-Klein Hamburg-Marienthal Hamburg-Marmstorf Hamburg-Niendorf Hamburg-Poppenbüttel Hamburg-Rahlstedt Hamburg-Schnelsen Hamburg-Stellingen Hamburg-Wilstorf Hamburg/Nienstedten Hambühren Hamdorf Hamel Hameln Hameln-Halvestorf Hameon Hamfelde Hamlen Hamm Hammah Hammelbach Hammelburg Hammelburg-Untererthal Hammelburg-Westheim Hammerbrücke Hammersbach Hamminkeln Hamminkeln-Brünen Hamweddel Hanau Hanau-Grossauheim Hanau-Steinheim Handeloh Handewitt Hanerau Hanerau-Hademarschen Hangeweiher Hanhofen Hankensbüttel Hann. Hann.-Münden Hannover Hannover-Bothfeld Hannover-Mühlenberg Hannover-Oststadt Hannover-Waldhausen Hannover-Wettbergen Hannoversch Hanroth Hansestadt Hanshagen Hanstedt Hanstorf Happurg Harburg Hardebek Hardegsen Hardthausen Haren Hargesheim Harmsdorf Harmstorf Harpstedt Harra Harras Harrislee Harschbach Harsefeld Harsewinkel Harsleben Harsum Hartau Hartenfels Hartenholm Hartenstein Hartha Harthausen Hartheim Hartkirchen Hartmannsdorf-Reichenau Harxbüttel Harxheim Harz Harzgerode Harzgerode/ Harztor Hasbergen Hasborn Hasel Haselau Haselbach Haselbachtal Haseldorf Haselünne Haselünne-Bückelte Hasenkrug Hasenmoor Haslach Hasloh Hassel Hasselberg Hasselfelde Hasselroth Hassendorf Haste Hastenrath Hatten Hatten-Sandkrug Hattenhofen Hattersheim Hattersheim-Eddersheim Hattersheim-Okriftel Hattert Hattingen Hattorf Hattstedt Hattstedtermarsch Hatzenbühl Hatzenport Hatzfeld Hatzfeld- Hatzum Hauenstein Haundorf Hauneck Haunetal Haunstetten Hauptstuhl Hausach Hausbay Hausen Hausham Hauteroda Hauzenberg Havelberg Havelsee Haverlah Havetoft Havetoftloit Havixbeck Hayingen Hayingen-Münzdorf Haßbergen Haßfurt Haßloch Haßmersheim Hebertshausen Hechingen Hechingen-Sickingen Hechingen-Weilheim Hechthausen Hecklingen Heddert Heddesbach Heddesheim Hedeper Heede Heek Heemsen Heere Heeslingen Heeslingen-Boitzen Heeßen Hefersweiler Hehlen Heide Heideck Heidekamp Heidelberg Heidelberg-Ziegelhausen Heidelberg/Schlierbach Heidelshem Heiden Heidenau Heidenburg Heidenheim Heidenhem Heidenrod Heidenrod-Huppert Heidenrod-Watzelhain Heidesee Heidesheim Heidesheim/Obrigheim Heidgraben Heidmühlen Heigenbrücken Heikendorf Heilberscheid Heilbronn Heilbronn-Biberach Heilenbach Heiligenberg Heiligendorf Heiligengrabe Heiligenhafen Heiligenhagen Heiligenhaus Heiligensee Heiligenstadt Heiligenstedten Heiligenstedtenerkamp Heiligkreuzsteinach Heilsbronn Heimbach Heimbach-Hausen Heimbach-Vlatten Heimbach-Zentralort Heimbuchenthal Heimburg Heimenkirch Heimertingen Heimsheim Heimweiler Heinade Heinbockel Heinersreuth Heiningen Heinrichsort Heinrichswalde Heinsberg Heinsberg-Aphoven Heinsberg-Dremmen Heinsberg-Kempen Heinsberg-Oberbruch Heinsberg-Unterbruch Heinsberg-Waldenrath Heinzenberg Heinzenhausen Heist Heitersheim Helbedündorf Helbra Heldburg Heldenstein Heldrungen Helferskirchen Helgoland Hellenhahn-Schellenberg Hellenthal Hellenthal-Miescheid Hellertshausen Hellingen Hellwege Helmbrechts Helmstadt-Bargen Helmstedt Helsa Helsa-Eschenstruth Heltersberg Helvesiek Hemau Hemer Hemeringen Hemhofen Hemmendorf Hemmenhofen Hemmersheim Hemmingen Hemmingen-Arnum Hemmingen-Westerfeld Hemmingstedt Hemmoor Hemsbach Hemsbünde Hemslingen Henau Henfenfeld Hengersberg Henneberg Hennef Hennef-Heisterschoß Hennef-Kurscheid Hennef-Uckerath Hennigsdorf Hennstedt Hennweiler Henstedt Henstedt-Ulzburg Hentern Hepberg Heppenheim Hepstedt Herbertingen Herbitzheim Herbolzheim Herborn Herborn-Seelbach Herbrechtingen Herbrechtingen-Bolheim Herbstein Herdecke Herdorf Herdwangen-Schönach Herford Herforst Hergershausen Hergisdorf Heringen Heringhausen Heringsdorf Herl Herleshausen Hermannsburg Hermersberg Hermeskeil Hermsdorf Hermsdorf-Seyde Herne Herne-Wanne Herold Heroldsbach Heroldsberg Heroldstatt Heroldstatt-Ennabeuren Herren-Sulzbach Herrenberg Herrieden Herrischried Herrnburg Herrngiersdorf Herrnhut Herrsching Hersbruck Herschbach Herschberg Herschbroich Herschdorf Herscheid Herschweiler-Pettersheim Hersruck Herten Herxheim Herxheim-Hayna Herxheimweyher Herzberg Herzberg/Elster Herzebrock Herzebrock-Clarholz Herzfelde Herzhorn Herzlake Herzogenaurach Herzogenrath Herzogenrath-Kohlscheid Herzogentum Hesel Hespe Hespert-Reichshof Hessen Hesseneck Hessheim Hessisch Hestedt Hetlingen Hettenleidelheim Hettenshausen Hettersheim Hettingen Hettstedt Heubach Heuchelheim Heuchelheim-Klingen Heuchlingen Heuderber Heuerßen Heukewalde Heumaden Heusenstamm Heusweiler Heyerode Heyrothsberge Heßheim Hiddenhausen Hiddensee Hilchenbacg Hilchenbach Hildburghausen Hilden Hilders Hildesheim Hildesheim-Moritzberg Hildesheim-Neuhof Hildesheim-Ochtersum Hildesheim-West Hilgermissen Hilgert Hilgertshausen Hilgesdorf Hille Hillensberg Hillerse Hillersleben Hillesheim Hillscheid Hilpoltstein Hilst Hilter Hilzingen Himbergen Himmelkron Himmelpforten Himmighofen Hindorf Hinsdorf Hinte Hinterhermsdorf Hintermeilingen Hinterschmiding Hintersee Hinterweidenthal Hinterzarten Hinzert-Pölert Hinzweiler Hirrlingen Hirschaid Hirschau Hirschbach Hirschberg Hirschfeld Hirschfelde Hirschhorn Hirschthal Hirten Hirzenhain Hittbergen Hitzacker Hitzhofen Hobeck Hochborn Hochdonn Hochdorf Hochdorf-Assenheim Hochheim Hochheim-Massenheim Hochkirch Hochscheid Hochspeyer Hochstadt Hochstetten-Dhaun Hochstätten Hochtaunuskreis Hockenheim Hockweiler Hodenhagen Hodorf Hof Hofbieber Hofen Hoffeld Hofgeismar Hofheim Hofheim-Diedenbergen Hofkirchen Hohberg Hohe Hohen Hohenahr Hohenahr-Erda Hohenaspe Hohenau Hohenberg Hohenbocka Hohenbollentin Hohenbrunn Hohenbrunn-Riemerling Hohendodeleben Hohendorf Hohendubrau Hohenfelde Hohenfels Hohenfels-Esingen Hohenfels-Essingen Hohenfinow Hohenfurch Hohenhameln Hohenhenningen Hohenkirchen Hohenleuben Hohenlinden Hohenlockstedt Hohenmocker Hohenmölsen Hohenpeißenberg Hohenprießnitz Hohenroda Hohenroth Hohensaaten Hohenselchow Hohenstadt Hohenstein Hohenstein- Hohenstein-Ernstthal Hohenstein-Meidelstetten Hohentengen Hohentengen-Günzkofen Hohenthann Hohenwart Hohenwestedt Hohenwutzen Hohenöllen Hohewisch Hohn Hohndorf Hohne Hohnstein Hohnstorf Hohwacht Hoisdorf Hoitlingen Holdenstedt Holdorf Holenberg Holle Holle-Sottrum Holleben Hollenbek Hollendorf Hollenstedt Holler Hollern-Twielenfleth Hollfeld Hollingstedt Hollnseth Hollstadt Holste Holsthum Holt Holtgast Holtland Holtsee Holungen Holzappel Holzbach Holzdorf Holzen Holzerode Holzgerlingen Holzgünz Holzhausen Holzheim Holzkirch Holzkirchen Holzmaden Holzminden Holzwickede Homberg Homburg Homburg-Einöd Homburg-Kirrberg Honburg Honzrath Hoof Hoogstede Hoort Hopfen Hoppegarten Hoppstädten Hoppstädten-Weiersba Hoppstädten-Weiersbach Hopsten Horath Horb Horb-Altheim Horb-Isenburg Horb-Mühlen Horb-Neckar Horb-Nordstetten Horbach Horgau Horgenzell Horhausen Horka Horn- Horn-Bad Hornbach Hornbek Hornberg Hornburg Horneburg Hornhausen Hornow Horrweiler Horst Horstedt Horstmar Hosena Hosenfeld Hoya Hoyerswerda Hoym Hoßkirch Huchenfeld Huckstorf Hude Huglfing Huisheim Hummelshain Hummeltal Hummetroth Humptrup Hundorf Hundsbach Hungen Hupperath Hurlach Hurth Husby Husum Hutthurm Hutzfeld Huy Häg-Ehrsberg Hägerfelde Hähnichen Härtensdorf Häsen Höbeck Höchen Höchenschwand Höchheim Höchst Höchstadt Höchstenbach Höchstädt Höckel Höckendorf Höfchen Höfen Höfer Högel Högersdorf Höhbeck Höheinöd Höheischweiler Höhenkirchen-Siegertsbrunn Höhenland Höhn Höhndorf Höhr Höhr-Grenzhausen Höltinghausen Hönningen Hönow Höpfigheim Höpfingen Hörden Hördt Hörgertshausen Hörnum Hörselberg-Hainich Hörsingen Hörstel Hörstel-Bevergern Hörstel-Riesenbeck Hörup Hörzhausen Hösbach Höslwang Hövelhof Höxter Höxter-Albaxen Höxter-Fürstenau Hübingen Hückelhoven Hückelhoven-Baal Hückelhoven-Brachelen Hückelhoven-Doveren Hückelhoven-Kleingladbach Hückelhoven-Ratheim Hückeswagen Hüde Hüffelsheim Hüffenhardt Hüffler Hüfingen Hühnstetten-Limbach Hülben Hüllerup Hüllhorst Hülsede Hümmerich Hünfeld Hünfelden Hünfelden-Kirberg Hünfelden-Mensfelden Hünfelden-Ohren Hünstetten Hünstetten-Görsroth Hünstetten-Wallrabenstein Hünxe Hüpstedt Hürtgenwald Hürtgenwald-Gey Hürtgenwald-Vossenack Hürth Hürth-Berrenrath Hürup Hütschenhausen Hüttblek Hüttenberg Hüttenberg-Reiskirchen Hüttenfeld Hüttenrode Hütterscheid Hüttisheim Hüttlingen Ibach Ibbenbüren Ichenhausen Icking Idar-Oberstein Idstein Idstein-Eschenhahn Iffeldorf Iffezheim Ifta Igensdorf Igersheim Iggingen Igling Ihlienworth Ihlow Ihlowerfehn Ihrlerstein Ilberstedt Ilbesheim Ilfeld Illerich Illertissen Illingen Illschwang Ilmenau Ilmenau-Manebach Ilmenau/Manebach Ilmmünster Ilmtal Ilmtal-Weinstraße Ilmünster Ilsede Ilsede- Ilsede-OT Ilsede-Oberg Ilsede-Ölsburg Ilsenburg Ilsfeld Ilshofen Ilvesheim Immendingen Immenhausen Immenstadt Immerath Impfingen Imsweiler Inchenhofen Inden Industristr Ingelfingen Ingelheim Ingendorf Ingersheim Ingersleben Ingolstadt Ingolstadt-Gerolfing Ingolstadt-Unterbrunnenreuth Innernzell Innernzell-Hilgenreith Inning Inningen Insel Insheim Inzell Inzigkofen Inzigkofen-Vilsingen Iphofen Irmtraut Irrel Irsch Isen Isenburg Isenbüttel Iserlohn Iserlohn-Hennen Isernhagen Ismaning Isny Isny/Allg. Ispringen Isselbach Isselburg Isselburg-Anholt Isselburg-Werth Issigau Issum Isterberg Itterbeck Ittlingen Itzehoe Itzgrund Itzstedt Iven Ivenack Ivenack-Weitendorf Ivenrode Jade Jade-Sehestedt Jagel Jagsthausen Jagstzell Jahnsdorf Jahnsdorf/Erzgebirge Jandelsbrunn Jardelund Jarmen Jatznick Jeckenbach Jembke Jemgum Jena Jengen Jerichow Jerichow-Brettin Jersbek Jersleben Jerxheim Jesberg Jesenwang-Pfaffenhofen Jesewitz Jessen Jessewitz Jessin Jesteburg Jestetten Jettenbach Jettingen Jettingen-Scheppach Jetzendorf Jevenstedt Jever Jeßnigk Jeßnitz Joachimsthal Jockgrim Johannesberg Johanngeorgenstadt Johanniskirchen Johnsbach Jonsdorf Jork Jossgrund Juist Julbach Juliusburg Jungingen Jävenitz Jördenstorf Jörl Jübar Jübek Jüchen Jüchen-Garzweiler Jüchen-Gierath Jüchen/ Jückelberg Jülich Jülich-Güsten Jülich-Koslar Jünkerath Jürgenshagen Jürgenstorf Jüterbog Jütrichau KAARST KAISERSESCH KAISERSESCH/NÄHE KEMBERG KETTERSHAUSEN KL-Siegelbach Kaaks Kaarst Kaarst-Büttgen Kabelsketal Kadenbach Kahl Kahla Kahrstedt Kaiser-Wilhelm-Koog Kaiserlautern Kaiserlsautern Kaisersesch Kaiserslautern Kaisheim Kakau Kakerbeck Kaköhl Kalbe Kalbsrieth Kalchreuth Kalefeld Kalenborn Kalkar Kalkar-Appeldorn Kalkhorst Kalkofen Kall Kall-Anstois Kall-Golbach Kalletal Kalletal-Tevenhausen Kallmünz Kalt Kaltenkirchen Kaltenlengsfeld Kaltennordheim Kaltensundheim Kaltenwestheim Kamen Kamen-Methler Kamen-Mitte Kamenz Kamern Kamin Kammeltal Kammerforst Kammerstein Kamminke Kamp-Bornhofen Kamp-Lintfort Kampen Kamsdorf Kandel Kandel-Minderslachen Kandern Kannawurf Kanp-Lintfort Kappel-Grafenhausen Kappeln Kappelrodeck Kapsweyer Karbach Karben Karby Kareth Karlsbad Karlsbad-Ittersbach Karlsbad-Langensteinbach Karlsdorf Karlsfeld Karlshagen Karlshausen Karlshuld Karlskron Karlsruhe Karlsruhe-Grötzingen Karlstadt-Gambach Karlstein Karlum Karow Karrenzin Karsbach Karslruhe Karstädt Karwitz Kasbach-Ohlenberg Kasel Kassel Kassel-Forstfeld Kastel Kastel-Staadt Kastellaun Kastl Kastorf Katlenburg-Lindau Kattenhorn Katzenelnbogen Katzow Katzweiler Katzwinkel Kaub Kaufbeuren Kaufering Kaufungen Kaulsdorf Kauxdorf Kayhude Kehl Kehl-Goldscheuer Kehnert Keitum Kelberg Kelbra Kelheim Kelkheim Kelkheim-Fischbach Kell Kellenbach Kellenhusen Kellinghusen Kellmünz Kelsterbach Keltern Kemberg Kemmern Kemnath Kemnath-Zwergau Kempen Kempen-St. Kempenich Kempten Kempten-Allgäu Kentzlin Kenz Kenzingen Kerken Kerken-Nieukerk Kernen Kerpe-Blatzheim Kerpen Kerpen-Blatzheim Kersbach Kerzenheim Kesselsdorf Kessin Kestert Ketsch Kettenheim Kettenkamp Kettershausen Kettig Ketzin Kevelaer Kevelaer-Winnekendonk Kicklingen Kiedrich Kieferselden Kiefersfelden Kiel Kienberg Kieritzsch Kierspe Kindelbrück Kindenheim Kinderbeuern Kindsbach Kinheim Kipfenberg Kippenheim Kirburg Kirch Kirchardt Kirchberg Kirchbrack Kirchdorf Kirchehrenbach Kirchen Kirchenlamitz Kirchenpingarten Kirchentellinsfurt Kirchenthumbach Kirchgellersen Kirchhain Kirchhain-Kleinseelheim Kirchham Kirchhausen Kirchheim Kirchheim-Hasberg Kirchheim/Neckar Kirchheimbolanden Kirchhundem Kirchlengern Kirchlinteln Kirchschönbach Kirchseelte Kirchseeon Kirchspiel Kirchtimke Kirchwald Kirchzarten Kirchzell Kirf Kirkel Kirkel-Altstadt Kirkel-Limbach Kirn Kirrweiler Kirschfurt Kirschroth Kirschweiler Kirtorf Kisdorf Kisselbach Kissenbrück Kissing Kittlitz Kitzingen Kitzscher Kißlegg Kl. Kladow Klamp Klanxbüll Klausdorf Klausen Kleeth Kleetzke Klein Klein-Gerau Kleinaitingen Kleinblittersdorf Kleinblittersdorf-Auersmacher Kleinblittersdorf-Bliesransbach Kleinbottwor Kleinbreitenbach Kleinburgwedel Kleindemsin Kleines Kleinfurra Kleinglattbach Kleinheubach Kleinich Kleinkmehlen Kleinlangheim Kleinleipisch Kleinliebringen Kleinmachnow Kleinmaischeid Kleinmühlingen Kleinopitz Kleinostheim Kleinsteinhausen Kleinwallstadt Kleinwolmsdorf Kleinzschachwitz Klettgau Klettwitz Kletzin Kleve Kleve-Donsbrüggen Kleve-Keeken Kleve-Materborn Klingenberg Klingenberg- Klingenbrunn Klingenmünster Klingenthal Klinken Klipphausen Klockenhagen Kloschwitz Kloster Klosterfelde Klosterlechfeld Klostermansfeld Kluis Kluse Kläden Klötze Klötze-Kusey Klüden Klüsserath Klütz Kneitlingen Knittlingen Knoop-Labach Knopp Knopp-Labach Knorrendorf Knöringen Knüllwald Kobern-Gondorf Koblenz Kobrow Kochel Kodersdorf Kohlberg Kohlscheid Kohren-Sahlis Kolbermoor Koldenbüttel Kolkwitz Kollig Kollmar Kollow Komptendorf Konken Konradsreuth Konstanz Konz Konz-Könen Konzell Kopp Koppatz Korbach Korlingen Kornelimünster Korntal-Münchingen Kornwestheim Korschenbroich Korswandt Kosel Koserow Kossa Kossau Kottenheim Kottmar Kottmarsdorf Kottweiler-Schwanden Koßdorf Krackow Kraftisried Kraftsdorf Kraiburg Kraichtal Kraichtal-Münzesheim Krailling Krakow Kranenburg Kranenburg-Frasselt Kranenburg-Mehr Kranenburg-Niel Kranenburg-Nütterden Kranenburg-Schottheide Kranenburg-Wyler Kranenburg-Zyfflich Kranichfeld Kranzberg Krastel Kratzeburg Krauchenwies Krauschwitz Krausnick Krautheim Krayenberggemeinde/Dorndorf Krebeck Krefeld Krefeld-Bockum Krefeld-Hüls Krefeld-Inrath Krefeld-Oppum Krefeld-Traar Krefeld-Verberg Kreiensen Kreimbach-Kaulbach Kreis Kreischa Kreischa-Gombsen Krembz Kremkau Kremmen Kremnitzaue Krempdorf Krempe Kremperheide Krems Kressbronn Krettnich Kreuth Kreuth-Oberhof Kreuth-Scharling Kreuzau Kreuzfeld Kreuztal Kreuzwertheim Krickenbach Kriebitzsch Kriebstein Kriegsfeld Krien Kriftel Krippehna Kritzmow Kritzow Krombach Kronach Kronau Kronberg Kronberg-OT Kronburg Kronprinzenkoog Kronsgaard Kronshagen Kropp Kroppach Kroppenstedt Krostitz Krostitz-Krensitz Krottelbach Kruckow Kruft Kruge Krumbach Krumbach-Edenhausen Krumbach-Niederraunau Krumhermersdorf Krummendeich Krummesse Krummhörn Krummhörn-Pewsum Krummhörn/Loquard Krummin Krummwisch Krumpa Krumstedt Krähenberg Kröpelin Kröppelshagen Kröslin Kröv Kröv-Kövenig Kublank Kubschütz Kuchelmiß Kuchen Kuddewörde Kuden Kuhardt Kuhfelde Kuhlen Kuhlhausen Kuhsdorf Kukuk Kulmain Kulmbach Kumhausen Kummer Kummerfeld Kupferberg Kupferzell Kuppenheim Kuppingen Kurort Kusel Kusey Kusterdingen Kutenholz Kutzenhausen-Agawang Kyffhäuserland Kyllburg Kyritz Käbschütztal Kägsdorf Käshofen Köditz Ködnitz Köfering Köhlen Köhn Köhra Kölleda Kölln-Reisiek Köln Köln-Altstadt-Nord Köln-Höhenhaus Köln-Innenstadt Köln-Junkersdorf Köln-Lindenthal Köln-Lövenich Köln-Rath/Heumar Köln-Weiß Köln-Zündorf Kölpinsee Köngen Köngernheim Köngiswinter Königheim Königlutter Königs Königs-Wusterhausen Königsbach Königsbach-Stein Königsberg Königsbronn Königsbronn-Zang Königsbrunn Königsbrück Königsdorf Königsee Königsee-Rottenbach Königsfeld Königshain Königshain-Wiederau Königshein-Wiederau Königshorst Königshütte Königslutter Königsmoos Königsmoos-Untermaxfeld Königstein Königstein-Mammolshain Königswalde Königswinter Königswinter-Ittenbach Könnern Körchow Körle Kösching Köthen Kötterichen Kötz Kößlarn Kühbach Kühlenhagen Kühlungsborn Kühsen Külsheim Külsheim-Uissigheim Kümbdchen Kümmersbruck Künzell Künzell-Pilgerzell Künzelsau Künzelsu Küps Kürnach Kürnbach Kürten Kürten-Eichhof Küsel Küssaberg Küsten Küsten-OT Küstriner LINSENGERICHT Laage Laar Laatzen Laatzen-Rethen Laberweinting Laboe Lachen Lachen-Speyerdorf Lachendorf Ladbergen Ladelund Ladenburg Laer Laeven Laffeld Lage Lahn Lahn- Lahn-Dill-Kreis Lahnau Lahnstein Lahntal Lahntal-Caldern Lahr Lahr-Langenwinkel Lahr-Sulz Lahr/Schwarzwald Lahr/Schwarzwald-Lahr Lahstedt Laichingen Laichingen-Feldstetten Laichingen-Suppingen Laiz Lalendorf Lalling Lam Lambertsberg Lambrecht Lambsborn Lambsheim Lamerdingen Lampertheim Lampertheim-Hofheim Lampertheim-Rosengarten Lampertswalde Lampringe Lamspringe Lamstedt Lancken Lancken-Dranske Lancken-Granitz Landau Landau-Dammheim Landesbergen Landolfshausen Landsberg Landsberg-Gollma Landscheid Landshut Landshut-Auloh Landshut/Achdorf Landstuhl Landsweiler-Reden Landwehr Langballig Langballigau Langburkersdorf Langdorf Langeln Langelsheim Langelsheim-Lautenthal Langen Langenargen Langenau Langenaundorf Langenbach Langenberg Langenbrettach Langenburg Langendamm Langendembach Langendernbach Langendorf Langendorf-OT Langeneichstädt Langenenslingen Langenenslingen-Billafingen Langenfeld Langenhagen Langenhahn Langenhanshagen Langenhorn Langenleuba-Niederhain Langenlonsheim Langenpreising Langenscheid Langenselbold Langensendelbach Langenstein Langenweißbach Langenwetzendorf Langenzenn Langerringen Langerwehe Langfurth Langgöns Langhagen Langlingen Langquaid Langscheid Langstedt Langsur Langsur-Wasserbilligerbrück Langula Langwedel Langwedel-Etelsen Langweid Lanke Lanz Lappersdorf Lasbek Lassan Lassentin Lastrup Latdorf Latendorf Lathen Laubach Lauben Lauben-Frickenhausen Laubenheim Laubusch Laucha Lauchhammer Lauchheim Lauchringen Lauda- Lauda-Königshofen Lauda-Königshofen-Unterbalbach Laudenbach Lauenau Lauenburg Lauenburg/Elbe Lauenhagen Lauenstein Lauf Laufach Laufen Laufenburg Laufenburg-Stadenhausen Laufersweiler Lauffen Lauingen Laumersheim Laupheim Laupheim-Bihlafingen Laupheim-Obersulmetingen Lauscha Lauta Lauter Lauter-Bernsbach Lauterach Lauterbach Lauterbach-Rudlos Lauterbach-Wallenrod Lauterecken Lauterhofen Lauterstein Lautert Lautertal Lautertal- Lautertal-Elmshausen Lautrach Lautzenbrücken Laußig Lawalde Lawalde-Kleindehsa Lebach Lebach-Alschbach Lebach-Aschbach Lebach-Gresaubach Lebach-Landsweiler Lebach-Thalexweiler Lebehn Lechbruck Leck Leegebruch Leer Leerstetten Leezdorf Leezen Legau Legden Lehe Lehesten Lehesten- Lehmen Lehmkuhlen Lehnitz Lehnstedt Lehrberg Lehre Lehrensteinsfeld Lehrte Lehrte-Ahlten Leibertingen Leiblfing Leichlingen Leidersbach Leienkaul Leiferde Leimbach Leimbach-Gilgenbach Leimen Leimersheim Leinburg Leinde Leinefelde-Worbis Leinfelden-Echterdingen Leingarten Leiningen Leinsweiler Leinzell Leipheim Leipzig Leipzig-Althen Leipzig-Baalsdorf Leipzig-Großzschocher Leipzig-Leutzsch Leipzig-Liebertwolkwitz Leipzig-Thekla Leipzig-Wahren Leisnig Leitzkau Leiwen Lelm Lemberg Lembruch Lemgo Lemgow Lemnitz Lemwerder Lendsiedel Lengede Lengefeld Lengenfeld Lengerich Lengfeld Lenggries Lennestadt Lenningen Lensahn Lentföhrden Lenting Lenzen Lenzkirch Lenzkirch-Raitenbuch Leonberg Leopoldshagen Leopoldshöhe Letschin Lettweiler Leuba Leuben Leuben-Schleinitz Leubnitz Leubsdorf Leun Leun-Biskirchen Leuna Leupoldsgrün Leutenbach Leutenberg Leuterod Leutersdorf Leutershausen Leutesdorf Leutkirch Levens Leverkusen Libbenichen Lich Lichte Lichtenau Lichtenau-Blankenrode Lichtenau/OT Lichtenberg Lichtenberg/Erzgeb. Lichtenfels Lichtenfels-Trieb Lichtenow Lichtenstein Lichtenstein-Göllesberg Lichtentanne Lichtenwald Liebenau Liebenburg Liebenburg-Dörnten Liebenburg-Groß Liebenwalde Lieberose Liebschützberg Liebstadt Liederbach Lienen Liensfeld Liepe Liepen Liepgarten Lierschied Liesenich Lieser Lilienthal Limbach Limbach-Krumbach Limbach-Oberfrohna Limburg Limburg-Lindenholzhausen Limburg-Linter Limburg-Weilburg Limburgergof Limburgerhof Limeshain Limmritz Linau Lind Lindau Lindau-Insel Lindberg Linden Lindenau Lindenberg Lindenfels Lindenfels-Winterkasten Lindern Lindetal Lindetal-Plath Lindewerra Lindewitt Lindheim Lindhorst Lindlar Lindow Lindstedt Lindwedel Lingen Lingen-Altenlingen Lingen-Ramsel Lingenfeld Lingerhahn Linkenheim-Hochstetten Linnich Linnich-Boslar Linnich-Ederen Linsburg Linsengericht Linstow Lintig Linz Lippetal Lippetal-Lippborg Lippstadt Lisberg Lisdorf Lissendorf List Litzendorf Lobbach Lobbe Lobenfeld Loburg Lochhausen Lochum Lockstedt Lockwisch Loddin Loffenau Lohbarbek Lohberg Lohe Lohe-Föhrden Lohe-Rickelshof Lohfelden Lohklindt Lohmar Lohme Lohmen Lohne Lohnsfeld Lohr Lohra Lohrbach Lohsa Loiching Loiching/Kronwieden Loit Loitz Lollar Lollschied Lommatzsch Longkamp Lonnig Lonsee Lonsheim Loose Lorch Lorchhausen Lorsch Losheim Losheim-Bergen Losheim-Britten Lossa Lossatal Lossatal/ Lossburg Lostau Lotte Lottstetten Loxstedt Loxstedt-Nesse Loxstedt-Ueterlande Loßburg Lubmin Lucka Luckau Luckenbach Luckenwalde Luckow Ludendorf Ludorf Ludwigsau Ludwigsburg Ludwigschorgast Ludwigsfelde Ludwigshafen Ludwigshafen-Mundenheim Ludwigshafen-Oggersheim Ludwigshafen-Rheingönheim Ludwigshafen-Ruchheim Ludwigshöhe Ludwigslust Ludwigsstadt Ludwigsthal Ludwigswinkel Lug Lugau Lugau/Erzgeb. Luhe-Wildenau Luhnstedt Lunden Lunzenau Lupburg Lustadt Lutherstadt Lutherstaft Lutter Lutzerath Lutzerathe Lutzhorn Lützen Lychen Lägerdorf Lähden Löbau Löbejün Löbnitz Löchgau Löcknitz Lödderitz Löderburg Löf Löffingen Löffingen-Reiselfingen Löhlbach Löhnberg Löhne Löhnhorst Löllbach Löningen Löningen-Borkhorn Lörrach Lörrach- Lörzweiler Lösnich Löwenberg Löwenberger Löwenstein Lößnitz Lübars Lübbecke Lübben Lübbenau Lübbenau/Spreewald Lübberstedt Lübeck Lübeck-Dänischburg Lübeck-Travemünde Lübow Lübs Lübtheen Lübz Lüchow Lückendorf Lüdenscheid Lüder Lüderitz Lüdersdorf Lüdershagen Lüdinghausen Lüerdissen Lügde Lügde-Elbrinxen Lühburg Lühmannsdorf Lüneburg Lünen Lünen-Gahmen Lünne Lünten Lürschau Lüssow Lütau Lütetsburg Lütjenburg Lütjenholm Lütjensee Lütjenwestedt Lütow Lüttenmark Lüttgenrode Lütz Lützelbach Lützen Lützenbach Lützow MERZIG Maasbüll Maasen Maasholm Machern Mackenbach Magdeburg Magdeburg-Ottersleben Magstadt Mahlberg Mahlow Mahlsdorf Mahlstetten Mahlwinkel Mahlzow Maichingen Maikammer Main-Taunus-Kreis Mainaschaff Mainburg Mainburg-Sandelzhausen Mainburg/Unterempfenbach Mainhardt Mainhardt-Ammertsweiler Mainhausen Mainleus Maintal Maintal-Bischofsheim Mainz Mainz-Bingen Mainz-Bretzenheim Mainz-Finthen Mainz-Gonsenheim Mainz-Kastel Mainz-Kostheim Mainz-Laubenheim Mainz-Lerchenberg Maisach Maitenbeth Malberg Malborn Malchin Malchow Malchow-Inselstadt Malente Malente-Krummsee Malgersdorf Mallersdorf-Pfaffenberg Malliß Malow Malsburg-Marzell Malsch Malsch-Waldprechtsweier Malsch-Waldprechtsweiler Malsch/Waldprechtsweier Malschwitz Malschwitz/ Malsfeld-Beiseförth Malterdingen Mammendorf Mamming Manching Mandel Mandelbachtal Mandern Manderscheid Mannheim Mannheim-Feudenheim Mannheim-Friedrichsfeld Mannheim-Seckenheim Mannheim-Waldhof Mannheim-Wallstadt Mannweiler-Cölln Mansfeld Mantel Manubach Marbach Marburg March Margetshöchheim Marienberg Marienberg-OT Marienborn Marienfließ Marienhafe Marienhagen Marienheide Marienmünster Marienrachdorf Marienthal Marienwerder Maring-Noviand Marisfeld Mark Markdorf Markersdorf Markgröningen Markkleeberg Markkleeberg-Auenhain Marklkofen Marklohe Markneukirchen Markranstädt Markransädt Markt Marktgraitz Marktheidenfeld Marktl Marktleugast Marktoberdorf Marktredwitz Marktschellenberg Marktsteft Marktzeuln Marl Marloffstein Marlow Marmagen Marne Marnitz Maroldsweisach Marpingen Marquartstein Marsberg Marsberg- Marsberg-Bredelar Marsberg-Essentho Marschacht Marschalkenzimmern Martenroth Martensrade Martfeld Martinroda Martinshöhe Martinstein Marxen Marxheim-Gansheim Marxzell Marzhausen Marzling Masburg Maselheim-Sulmingen Massenbachhausen Massenhausen Masserberg Masserberg/ Massing Mastershausen Mattsies Matzenbach Mauchenheim Mauer Mauern Maulbronn Mauth Maxdorf Maxen Maxhütte-Haidhof Maxhütte-Haudhof Maxsain Mayen Mayen-Koblenz Mayschoss Maßweiler Mechelgrün Mechernich Mechernich-Eicks Mechernich-Kommern Mechernich-Roggendorf Mechernich-Wachendorf Mechterstädt Meckel Meckenbeuren Meckenheim Meckenheim-Merl Meckenheim/Kottenforst Meckesheim Medard Meddersheim Meddewade Medebach Medebach-Küstelberg Medebach-Medelon Medelby Medow Meeder Meerane Meerbeck Meerbsuch Meerbusch Meerbusch-Bösinghoven Meerbusch-Strümp Meerfeld Meersburg Meersburg-Riedetsweiler Meggerdorf Mehlbach Mehle Mehlingen Mehltheuer Mehren Mehring Meiling Meine Meine-Wedesbüttel Meinersdorf Meinersen Meinerzhagen Meineweh Meinhard Meiningen Meisburg Meisenheim Meitingen Meitingen-Ostendorf Meißen Meißenheim Meißner Melbeck Melchow Meldorf Melle Mellenbach Mellendorf Mellensee Mellenthin Mellingen Mellinghausen Mellrichstadt Melsbach Melsdorf Melsungen Melsungen-Günsterode Melsungen-Röhrenfurth Melz Memmingen Memmingen-Amendingen Memmingerberg Menden Mendig Mengen Mengen-Ennetach Mengerschied Mengersgereuth-Hämmern Mengerskirchen Mengerskirchen-Dillhausen Menslage Menteroda Meppen Merbelsrod Merching Merchweiler Merenberg Mering Merkers Merklingen Merseburg Mertloch Merxheim Merzalben Merzdorf Merzen Merzenich Merzig Merzig-Hilbringen Merzig-Stadt Merzkirchen Meschede Meschede-Berge Meschede-Grevenstein Mescherin Mesekenhagen Mesekenhagen/OT Mespelbrunn Messel Messingen Mestlin Metelen Metelsdorf Metten Mettendorf Mettenheim Metterich Mettingen Mettlach Mettlach-Orscholz Mettmann Mettweiler Metzdorf Metzingen Metzingen-Neuhausen Metzkausen Meudt Meusegast Meuselbach-Schwarzmühle Meuselwitz Meyenburg Meyn Meßkirch Meßkirch-Menningen Meßstetten Meßstetten-Heinstetten Michelau Michelbach Michelfeld Michelstadt Michelstadt-Steinbach Michendorf Middelhagen Midlum Miehlen Mielkendorf Miellen Miesbach Mietingen Mihla Milbitz Mildenau Mildstedt Millen Millienhagen-Oebelitz Milmersdorf Milow-Kastorf Milow-Krinitz Milower Miltenberg Mindelheim Mindelzell Minden Minden-Kutenhausen Mintraching Mirow Misburg Missen-Wilhams Mistelgau Mistorf Mittelangeln Mittelbiberach Mittelbrunn Mitteleschenbach Mittelherwigsdorf Mittelnkirchen Mittelstenahe Mittelstennahe Mittelstetten Mittelstrimmig Mittenaar Mittenwalde Mitterfels Mittergars Mitterskirchen Mitterteich Mitterwöhr Mittweida Mitwitz Mixdorf Mochau Mockrehna Modautal Modautal-Brandau Moers Moers-Schwafheim Mogendorf Mohlsdorf Mohrkirch Moisburg Molbergen Molfsee Mollhagen Molmerswende Moltzow Monheim Monreal Monschau Monschau-Höfen Monschau-Imgenbroich Monschau-Mützenich Monsheim Montabaur Monzelfeld Monzenfeld Monzingen Moordorf Moorenweis Moormerland Moormerland-Warsingsfehn Moorrege Moos Moosbach Moosbeuren Moosburg Moosinning Moosthening Moosthenning Moosthenning/Dornwang Morbach Morbach-Bischofsdhron Morbach-Gonzerath Morbach-Hinzerath Morbach-Merscheid Morbach-Wederath Morgenröthe-Rautenkranz Moringen Moritzburg Morsbach Morschen Morshausen Morsum Mosbach Moselkern Mossautal Mottschieß Much Mucheln Mudau Mudau-Steinbach Mudau-Ünglert Mudenbach Mudersbach Mudershausen Mudestausee Muggensturm Mulda Mulda/Sachsen Muldenhammer Muldestausee Mulfingen Mulsum Mundelsheim Munderkingen Munkbrarup Munkmarsch Munster Murg Murnau Murr Murrhardt Murrhardt-Steinberg Muschenried Mussbach Musterstadt Mutlangen Mutterschied Mutterstadt Mutzschen Mylau Mz-Bretzenheim Mähring Märkisch Märkisch-Oderland-Hoppegarten Märkisch-Oderland-Neuenhagen Märkische Möckern Möckmühl Möckmühl-Züttlingen Mögglingen Möhnesee Möhnesee-Körbecke Möllenbeck Möllenhagen Mölln Mölschow Mölsheim Mömbris Mömlingen Möncgengladbach Mönchberg Mönchengladbach Mönchengladbach-Großheide Mönchengladbach-Rheydt Mönchengladbach-Wickrath Mönchenholzhausen Mönchgut Mönchhagen Mönchsdeggingen Mönchsroth Mönchweiler Mönkeberg Mönkebude Mönkhagen Mönkloh Mönsheim Mörfelden Mörfelden-Walldorf Möringen Mörlen Mörlenbach Mörlenbach-Bonsweiher Mörsbach Mörschied Mörsdorf Mörsfeld Möschwitz Möser Mössingen Mössingen-Öschingen Möthlow Mötzingen Mücheln Mücka Mücke Mücke-Sellnrod Müden Mügeln Müglitztal Mühl Mühlacker Mühlacker-Dürrmenz Mühlacker-Mühlhausen Mühlberg/Elbe Mühldorf Mühlen Mühlenbach Mühlenbeck Mühlenbecker Mühlendorf-Kreuzschuh Mühlhausen Mühlhausen-Ehingen Mühlhausen/Thüringen Mühlheim Mühlingen Mühltal Mülheim Mülheim-Kärlich Mülheim-Saarn Mülhheim-Kärlich Müllenbach Müllheim Müllrose Mülsen Münchberg Müncheberg Münchehofe München München-Aubing München-Pasing-Obermenzing Münchhausen Münchsmünster Münchsteinach Münchweiler Münchweiler/ Mündersbach Münklingen Münnerstadt Münsing Münsing-Ammerland Münsingen Münster Münster-Angelmodde Münster-Gelmer Münster-Handorf Münster-Hiltrup Münster-Sarmsheim Münster-Wolbeck Münsterappel Münsterdorf Münsterhausen Münsterland Münstermaifeld Münstermaifeld-Lasserg Münzenberg Mürlenbach Müsch Müssen NEUBURG NW-Lachen-Speyerdorf Nabburg Nachrodt-Wiblingwerde Nackenheim Nagel Nagold Nagold-Hochdorf Nagold-Pfrondorf Nahetal-Waldau Nahrendorf Naila Nalbach Namborn Nandlstadt Nannhausen Nanzdietschweiler Nassau Nassenfels Nassenheide Nastätten Nattenheim Nattheim Nauen Nauheim Naumburg Naundorf Naunhof Nauort Nauroth Nazza Naßweiler Nebel Nebra Neckar-Odenwald-Kreis Neckarbischofsheim Neckargemünd Neckargemünd-Dilsberg Neckargerach Neckarsteinach Neckarsulm Neckartailfingen Neckartenzlingen Neckarwestheim Neckarzimmern Neddemin Nedlitz Neef Neenstetten Neetze Neetzka Neetzow Negast Negernbötel Nehlitz Nehms Nehmten/OT Nehren Neidenbach Neidenfels Neidenstein Neidlingen Neitersen Neißeaue Neißemünde Nellingsheim Nempitz Nemsdorf-Göhrendorf Nenndorf Nennhausen Nentershausen Neresheim Neresheim-Elchingen Neroth Nersingen Nerzweiler Neschwitz Nesse Nesselwang Nessendorf Nessetal Netphen Nettelsee Nettersheim Nettersheim- Nettersheim-Marmagen Nettetal Nettetal-Lobberich Netzeband Netzschkau Neu Neu-Anspach Neu-Eichenberg Neu-Isenburg Neu-Ulm Neu-Ulm-City Neu-Ulm-Reutti Neualbenreuth Neubartelshagen Neubeckum Neuberend Neuberg Neubeuern Neubiberg Neubrandenburg Neubukow Neubulach Neuburg Neudenau Neudenau-Herbolzheim Neudietendorf Neudrosselfeld Neue Neuenburg Neuenbürg Neuendeich Neuendorf-Heide Neuendorf/ Neuenfelde Neuengörs Neuenhagen Neuenhaus Neuenhofe Neuenkirchen Neuenkirchen-Vörden Neuenmarkt Neuenrade Neuenstadt Neuenstein Neuenstein- Neuenthal Neuerburg Neuerkirch Neufahrn Neufeld Neuferchau Neuffen Neufinsing Neufra Neufunnixsiel Neugersdorf Neugraben Neuhardenberg Neuharlingersiel Neuhaus Neuhausen Neuhausen-Hamberg Neuhausen/Erzgebirge Neuhausen/Spree Neuhemsbach Neuhof Neuhofen Neuhäusel Neuhütten Neukalen Neukamperfehn Neukieritzsch Neukirch Neukirchen Neukirchen-Vluyn Neukirchen/Erzgebirge Neukirchen/Pleiße Neukloster Neukrichen Neuleiningen Neulewin Neulingen Neulussheim Neulußheim Neulöwenberg Neumagen-Dhron Neumarkt Neumarkt-Sankt Neumünster Neunburg Neundorf Neunheilingen Neunkhausen Neunkichen Neunkirchen Neunkirchen- Neunkirchen-Altenseelbach Neunkirchen-Seelscheid Neupetershain Neuravensburg Neureichenau Neuried Neuruppin Neusalza-Spremberg Neuss Neustadt Neustadt-Borstel Neustadt-Geinsheim Neustadt-Glewe Neustadt-Haardt Neustadt-Mardorf Neustadt-Schneeren Neustadt/ Neustadt/Harz Neustadt/Vogtl. Neustetten Neustrelitz Neusäss Neusäß Neusäß-Hainhofen Neusäß-Ottmarshausen Neutraubling Neutrebbin Neuwied Neuwied-Feldkirchen Neuwied-Segendorf Neuzelle Neuäß Neuötting Newel Ney Nickenich Nidda Niddatal Nidderau Nidderau-Erbstadt Nideggen Nideggen-Abenden Nideggen-Embken Nideggen-Rath Nideggen-Schmidt Nieblum Niebüll Niedenstein Nieder Nieder-Hilbersheim Nieder-Olm Nieder-Wiesen Niederaichbach Niederalben Niederalteich Niederau Niederaula Niederbachheim Niederbergkirchen Niederbrechen Niederbreitbach Niedercunnersdorf Niederdodenleben Niederdodernleben Niederdorf Niederdorfelden Niederdürenbach Niederer Niedererbach Niedereschach Niederfischbach Niederfrohna Niedergörsdorf Niederhambach Niederheimbach Niederhofen Niederkassel Niederkirchen Niederkleevez Niederkrüchten Niederkumbd Niederlamitz Niederlangen Niederlommatzsch Niedermohr Niedermurach Niedernberg Niederndodeleben Niedernhall Niedernhausen Niedernhausen-Königshofen Niederrieden Niederroßbach Niederroßla Niedersachen Niedersachsen Niedersayn Niederstadtfeld Niedersteinebach Niederstetten Niederstetten-Streichental Niederstotzingen Niederstotzingen-Oberstotzingen Niederstozingen Niedertrebra Niederusel Niederwallmenach Niederwerrn Niederwerth Niederwiesa Niederwinkling Niederwörresbach Niederwürschnitz Niederzier Niederzier-Oberzier Niederzissen Niefern-Öschelbronn Nieheim Niehuus Niemberg Niemegk Nienburg Niendorf Niendorf/Bad Nienhagen Nienstädt Nienwohld Nierderkrüchten Niersbach Nierstein Nieschütz Niesgrau Niesky Nieste Niestetal Nimritz Nimshuscheid Nimsreuland Nindorf Nister Nisterberg Nistertal Nistertal-Erbach Nittel Nittenau Nittendorf Nitzow Nobitz Nochern Noer Nohfelden Nohfelden- Nohn Nonnenhorn Nonnenweier Nonnweiler Nordden Norden Norden-Norddeich Nordendorf Nordenham Nordenham-Einswarden Nordenstadt Norderbrarup Nordermeldorf Norderney Norderstapel Norderstedt Norderstedt-Harksheide Norderwöhrden Nordgermersleben Nordhalben Nordharz Nordhastedt Nordhausen Nordheim Nordheim-Nordhausen Nordholz Nordhorn Nordhorn-Brandlecht Nordleda Nordrach Nordrhein-Westfalen Nordseeheilbad Nordstemmen Nordstemmen-Groß Nordstrand Nordwalde Nordwestuckermark Norheim Northeim Nortmoor Nortorf Nossen Nossendorf Nottuln Nottuln-Appelhülsen Notzingen Nussdorf Nusse Nuthe-Urstromtal Nuthetal Nußbach Nußdorf Nußloch Nußloch-Maisbach Nächst Nägelstedt Nähe Nöbdenitz Nördlingen Nörten-Hardenberg Nörtershausen Nörthen-Hardenberg Nörvenich Nörvenich-Rommelsheim Nörvenich-Wissersheim Nümbrecht Nünchritz Nünschweiler Nürnberg Nürnberg-Boxdorf Nürtingen Nürtingen-Reudern Nützen OFFENBACH OT Ober Ober-Flörsheim Ober-Gleen Ober-Hilbersheim Ober-Mumbach Ober-Mörlen Ober-Olm Ober-Ramstadt Oberahr Oberammergau Oberasbach Oberau Oberaudorf Oberaula Oberbarnim Oberbettingen Oberboihingen Oberbrombach Obercunnersdorf Oberderdingen Oberdiebach Oberding Oberdolling Oberdorla Oberehe-Stroheich Oberelbert Obererbach Oberfell Obergriesbach Obergurig Obergünzburg Oberhaching Oberhaid Oberharmersbach Oberharz Oberhausen Oberhausen-Dümpten Oberhausen-Rheinhausen Oberhavel-Birkenwerder Oberhavel-Mühlenbecker-Land-Schildow Oberheimbach Oberheldrungen Oberhof Oberirsen Oberjettingen Oberkail Oberkatz Oberkirch Oberkochen Oberkotzau Oberkrämer Oberlahnstein Oberlahr Oberlaindern Oberlauterbach Oberlungwitz Obermaßfeld Obermaßfeld-Grimmenthal Obermehler Obermichelbach Obermohr Obermoschel Obernbreit Obernburg Oberndorf Oberndorf-Aistaig Obernfeld Obernheim Obernheim-Kirchenarnbach Obernholz Obernkirchen Obernkrchen Obernwohlde Obernzell Oberostendorf Oberotterbach Oberpframmern Oberpöring Oberreichenbach Oberreifenberg Oberreute Oberriexingen Oberrimsingen Oberrod Oberrot Oberroßbach Obersaida Oberscheinfeld Oberschleissheim Oberschleißheim Oberschlettenbach Oberschneiding Oberschwarzach Oberschweinbach Oberschöna Oberschönau Oberschönegg Oberseifersdorf Obersimten Obersinn Obersontheim Oberstadion Oberstadt Oberstadtfeld Oberstaufen Oberstdorf Oberstenfeld Obersulm Obersülzen Obertaufkirchen Oberteuringen Obertraubling Obertshausen Obertshausen-Hausen Oberursel Oberursel-Oberstedten Oberviechtach Obervolkach Oberwambach Oberweid Oberweiler Oberweis Oberweißbach Oberwesel Oberweser Oberwiera Oberwiesen Oberwiesenthal Oberwolfach Oberzeitelbach Oberzent Oberzent-Olfen Obhausen Obing Obrigheim Obrigheim-Mörtelstein Ochsenfurt Ochsenhausen Ochsenwang Ochtendung Ochtersum Ochtmersleben Ochtrup Ockenfels Ockenheim Ockfen Odderade Odelzhausen Odenbach Odensachsen Odenthal Oder-Spree Oder-Spree-Woltersdorf Oderaue Oderberg Odernheim Oderwitz Odisheim Oebisfelde Oechsen Oederan Oedheim Oelde Oelixdorf Oelsberg Oelsnitz Oelsnitz-Vogtland Oelsnitz/Vogtland Oelzschau Oepfershausen Oer Oer-Erkenschwick Oerel Oering Oerlenbach Oerlinghausen Oerlinghausen-Altstadt Oesfeld Oesterdeichstrich Oesterwurth Oestrich-Winkel Oettingen Oevenum Oeversee Oeynhausen Offenau Offenbach Offenbach-Bürgel Offenbach-Hundheim Offenbach-Rumpenheim Offenberg Offenburg Offingen Offleben Offstein Ofterdingen Ofterschwang Oftersheim Ohlsbach Ohmden Ohrdruf Olbernhau Olbernhau/ Olbersdorf Olbersleben Olching Oldenburg Oldenbüttel Oldendorf Oldenswort Oldersbek Oldisleben Oldsum Olfen Olk Ollendorf Ollmuth Olpe Olsber2 Olsberg Olzheim Oppach Oppenau Oppenheim Oppenweiler Oranienbaum Oranienbaum-Wörlitz Oranienburg Oranienburg-Germendorf Orenhofen Orlamünde Ortenberg Ortenburg Ortrand Osann-Monzel Osburg Oschatz Oschersleben Osnabrück Osnabrück-Atter Ostbevern Ostdorf Osteeheilbad Osteel Ostelsheim Osten Ostenfeld Osterburg Osterburken Osterby Ostercappeln Osterfeld Osterhausen Osterhever Osterhofen Osterholz Osterholz-Scharmbeck Osterholz-Scharmbeck- Osternienburger Osterode Osterode-Lerbach Osterrönfeld Osterstedt Ostertor Osterweddingen Osterwieck Osterwieck-Zilly Ostfildern Ostfildern-Kemnat Ostfildern-Nellingen Ostheim Osthofen Ostholstein Ostingersleben Ostrach Ostrau Ostrhauderfehn Ostritz Ostseebad Oststeinbek Oststeinbek-Havighorst Ostvorpommern Ottendorf Ottendorf-Okrilla Ottendorf/Okrilla Ottenhofen Ottensoos Ottenstein Otter Otterbach Otterberg Otterndorf Ottersberg Ottersheim Otterstadt Ottersweier Otterwisch Ottmannshausen Ottmarshausen Ottobeuren Ottobrunn Ottrau Ottweiler Ottweiler-Lautenbach Ottweiler-Steinbach Otzberg Otzberg-Oberklingen Otzing Ovelgönne Overath Owen Owen/Teck Owingen Owschlag Oyten Oßling PLAUEN Padenstedt-Kamp Paderborn Paderborn-Marienloh Pahlen Painten Palling Palmersheim Palzem Pampow Panker Panketal Panketal/OT Pansdorf Pansfelde Panten Pantenburg Panzweiler Papenburg Papendorf Papenhagen Papenrode Parchen Parchim Parkentin Parkstein Parsau Parsberg Parsteinsee Partenheim Partenstein Pasewalk Pasing Passau Passau-Hacklberg Passow Pastow Patersdorf Pattensen Paulinenaue Paunzhausen Pausa Pausa-Mühltroff Pausa/Vogtland Pechbrunn Peenehagen Peertz Peeselin Peffingen Pegau Pegau/OT Pegnitz Peheim Peickwitz Peine Peine/Telgte Peissen Peiting Peitz Peißenberg Pellworm Pelm Penig Penkun Penkun/OT Pennewitt Pennigsehl Pentenried Penzberg Penzing Penzlin Pepelow Perl Perleberg Perlesreut Pessin Petersaurach Petersberg Petersdorf-Alsmoos Petershagen Petershagen/ Petershagen/Eggersdorf Petershausen Peterslahr Peterswald-Löffelscheid Peterwitz Petting Petze Pfaffen-Schwabenheim Pfaffenberg Pfaffengrün Pfaffenhofen Pfaffing Pfaffroda Pfalzel Pfalzgrafenweiler Pfarrkirchen Pfedelbach Pfeffenhausen Pfinztal Pfinztal-Berghausen Pfofeld Pforzen Pforzheim Pforzheim-Büchenbronn Pforzheim-Huchenfeld Pfreimd Pfronten Pfullendorf Pfullingen Pfungstad Pfungstadt Pförring Philippsburg Philippsthal Picher Piesau Piesport Piesport-Niederemmel Pietzpuhl Pillig Pilsting Pilsting/ Pingelshagen Pinnau Pinnberg Pinneberg Pinneberg-Waldenau Pinnow Pinzberg Pirmasens Pirna Pirow Plaidt Planegg Plankenfels Plankstadt Plate Plattenburg Plattling Plau Plauen Plech Pleckhausen Pleidelsheim Plein Pleinfeld Pleinting Pleisweiler-Oberhofen Pleizenhausen Plessa Plettenberg Pliening Pliezhausen Plochingen Plön Plötzkau Plüderhausen Plüschow Plütscheid Pockau Pockau-Lengefeld Pocking Poggensee Pohle Pohlheim Pohlheim-Hausen Poing Polau Polch Polch-Gappenach Polle Pollhagen Polling Poltersdorf Polz Pommelsbrunn Pommersfelden Poppenhausen Porschendorf Porta Poseritz Posseck Possendorf Postbauer-Heng Postfeld Postlow Postmünster Potsdam Potsdam-Babelsberg Pottenstein Pottum Pouch Pr.Oldendorf Prangendorf Pratau Preetz Preist Premnitz Prenzlau Prerow Presseck Preten Pretzfeld Pretzier Preußisch Priborn Prichsenstadt Prien Priepert Prisannewitz Prisdorf Prittriching Pritzwalk Probsteierhagen Probstzella Pronstorf Prosigk Pruchten Prödel Prüm Prützke Puchheim Puderbach Pulheim Pulheim-Geyen Pullach Pullenreuth-Dreihäuser Pulsnitz Pulspforde Puschendorf Putbus Putgarten Putlitz Putzbrunn Pyrbaum Päse Pöcking Pöcking-Maising Pöhl Pölitz Pölitz/Schmachthagen Pölzig Pömmelte Pönitz Pössneck Pötenitz Pöttmes Pößneck Pünderich Pürgen Pütlingen Püttlingen Püttlingen-Köllerbach Qierschied Quadrath-Ichendorf Quakenbrück Quarnbek Quedlinburg Queidersbach Quenstedt Querfurt Quern Querstedt Quickborn Quierschied Quilow Quirnbach Quitzdorf RETHWISCH Rab Rabel Raben Rabenau Rabenstein/ Rabenstein/Fläming Rackwitz Radbruch Raddestorf Radeberg Radebeul Radeburg Radefeld Radegast Radensleben Radevormwald Radibor Radolfzell Radolfzell-Böhringen Radolfzell-Möggingen Raduhn Raesfeld Ragow-Merz Raguhn Raguhn-Jeßnitz Rahden Rahlstedt Rain Raisdorf Ralingen Ralingen-Godendorf Ralswiek Ramberg Rambin Rammelsbach Rammenau Rammingen Ramsdorf-Velen Ramsen Ramstein-Miesenbach Ramsthal Randowtal Rangendingen Rangsdorf Rankwitz Ransbach-Baumbach Ranschbach Ranstadt Ransweiler Rantrum Rantzau Ranzin Raschau Raschau-Markersbach Rascheid Rastatt Rastatt-Ottersdorf Rastede Rastede-Wahnbek Rastenberg Rastow Ratekau Rathen Rathenow Rathmannsdorf Rathskirchen Ratingen Ratingen-Hösel Ratingen-Lintorf Ratingen-Ost Rattenberg Rattiszell Ratzeburg Raubach Raubling Rauen Rauenberg Rauheim Rauhenebrach Rauhenebrach-Koppenwind Raumbach Raunheim Rauschenberg Rausdorf Ravensburg Ravenstein Ravenstein-Merchingen Raßnitz Rechberghausen Rechenberg-Bienenmühle Rechlin Rechtsupweg Reckahn Recke Reckershausen Recklinghausen Reddelich Redekin Rednitzhembach Redwitz Rees Reestow Reeßum Regen Regensburg Regensburg-Rheinhausen Regenstauf Regesbostel Regis-Breitingen Regnitzlosau Rehau Rehbeck Rehborn Rehburg Rehburg-Loccum Rehden Rehe Rehefeld Rehfelde Rehling Rehlingen Rehlingen-Gerlfangen Rehlingen-Siersburg Rehlingen-Siersburg-Biringen Rehlingen-Siersburg-Hemmersdorf Rehm-Flehde-Bargen Rehna Reichartshausen Reichelsheim Reichenbach Reichenbach-Steegen Reichenbach/F. Reichenbach/O.L. Reichenbach/Oberlausitz Reichenberg Reichenschwand Reichenwalde Reichersbeuern Reichertshausen Reichertsheim Reichertshofen Reichselsheim Reichshof Reichsthal Reidenhausen Reiffelbach Reifferscheid Reil/Mosel Reilingen Reinbek Reinberg Reinfeld Reinhardshagen Reinheim Reinkenhagen Reinsbüttel Reinsdorf Reinsfeld Reinstorf Reisbach Reischach Reisdorf Reisensburg Reiskirchen Reiskirchen-Saasen Reislingen Reit Reitzenhain Reken Relingen Rellingen Relzow Remagen Remchingen Remchingen-Nöttingen Remchingen-Singen Remlingen Remlingen-Semmenstedt Remptendorf Remscheid Remscheid-Lennep Remse Remseck Remseck-Aldingen Remshalden Remshalden-Hebsack Renchen Rendsburg Rendsburg-Eckernförde Rengsdorf Rennerod Rennerod-Emmerichenhain Rennertshofen Renningen Renzow Reppenstedt Rerik Rethem Rethwisch Rettenbach Rettenberg Retterath Rettigheim Rettin Reuden Reute Reutern Reuth Reutlingen Reutlingen-Betzingen Reutlingen-Gönningen Reutlingen-Mittelstadt Reutlingen-Ohmenhausen Reutlingen-Sickenhausen Reußenköge Rhade Rhauderfehn Rhaunen Rheda-Wiedenbrück Rhede Rhede-Krechting Rhede-Vardingholt Rhede/Ems Rhein-Pfalz-Kreis Rhein-Sieg-Kreis Rheinau Rheinbach Rheinbach-Merzbach Rheinbach-Oberdrees Rheinberg Rheinbreitbach Rheinbrohl Rheinböllen Rheine Rheinfelden Rheinfelden- Rheinhausen Rheinland-Pfalz Rheinmünster Rheinsberg Rheinstetten Rheinstetten- Rheinstetten-Mörsch Rheisberg Rhens Rheurdt Rhinow Rhodt Rhumspringe Rhön-Grabfeld Rhönblick Ribbesbüttel Ribnitz Ribnitz- Ribnitz-Damgarten Richtenberg Rickenbach Rickensdorf Ried Riedbach Riede Riedelberg Rieden Riedenberg Riedenburg Riederich Riedhausen Riedlingen Riedlingen-Daugendorf Riedlingen-Teilort Riedstadt Riedstadt-Goddelau Riegelsberg Riekofen Rielasingen Rielasingen-Worblingen Riemerling Rieneck Riepsdorf Riesa Rieseby Rieste Riesweiler Rietberg Riethnordhausen Rietschen Rietz-Neuendorf Rietzneuendorf-Staakow Rimbach Rimbach/Albersbach Rimpar Rinchnach Ringe Ringfurth Ringgau Ringgau/OT Ringsberg Ringsheim Ringstedt Rinnthal Rinteln Rinzenberg Rippershausen Risum-Lindholm Ritschenhausen Ritterhude Rittersdorf Rivenich Riveris Rißtissen Rochau Rochlitz Rockenberg Rockenhausen Roda Rodalben Rodeberg Rodenbach Rodenbek Rodenberg Rodewald Rodewisch Rodgau Rodgau-Jügesheim Roding Roetgen Roggenburg Roggendorf Roggenstorf Roggentin Rogätz Rohlstorf Rohr Rohrbach Rohrbach-Fahlenbach Rohrdorf Rohrenfels Rohrsen Rohrsheim Roigheim Roitham Roitzschjora Rolfsbüttel Rollwitz Rom Rommerskirchen Rommerskirchen-Sinsteden Rondorf Ronneburg Ronnenberg Ronnenberg-Empelde Ronnenberg-Stadt Ronsberg Ronshausen Rosbach Rosbach-Rodheim Rosche Rosdorf Rosenbach Rosenberg Rosendahl Rosendahl-Holtwick Rosenfeld Rosenfeld- Rosenfeld-Isingen Rosengarten Rosenhagen Rosenheim Rosenkopf Rosenow Rosenthal Rosenthal-Bielatal Rositz Roskow Rosow Rossau Rossau/Seifersbach Rossbach Rossdorf Rossow Rosswein Rostock Rostock-City Rostock-Evershagen Rostock-Gehlsdorf Rot Rotenburg Rotenburg/Wümme Roth Rothemühl Rothenberg Rothenburg Rothenburg/Oberlausitz Rothenhain Rothschwaige Rott Rottach-Egern Rottach-Oberhof Rottenacker Rottenbach Rottenburg Rottenburg-Dettingen Rotthalmünster Rottmersleben Rottweil Rottweil-Feckenhausen Roxheim Roßbach Roßdorf Roßlau Roßleben Roßleben-Wiehe Roßwein Rubkow Rubow Rudersberg Ruderting Rudolstadt Ruhla Ruhland Ruhmannsfelden Ruhpolding Ruhstorf Ruhwinkel Rullstorf Rumbach Runding Runkel Runkel-Schadeck Runkel/ Ruppach Ruppach-Goldhausen Ruppersdorf Ruppertsecken Ruppertshofen Ruppertsweiler Ruppichteroth Ruschberg Rust Rutesheim Rutesheim/Perouse Ruthe Ruthweiler Rutsweiler Ruttersdorf-Lotschen Räbke Ränkam Rätzlingen Röbel Röbel/Müritz Röblingen Rödelhausen Rödental Rödental-Kipfendorf Röderaue Röderland Rödermark Rödersheim-Gonau Rödersheim-Gronau Rödibgahausen Rödinghausen Rödinghausen-Schwenningdorf Rögling Röhrmoos Röhrnbach Röllbach Römerberg Römerstein Römhild Rösrath Rösrath-Forsbach Rösrath-Stümpen Rötgesbüttel Rötha Röthenbach Rötsweiler-Nockenthal Röttenbach Röttingen Rötz Rübeland Rübenach Rückersdorf Rüdersdorf Rüdesheim Rüdigershagen Rüdnitz Rügen Rühen Rühstädt Rüllschau Rülzheim Rümmelsheim Rümmer Rümmingen Rümpel Rüscheid Rüsselsheim Rüsselsheim-Königstädten Rüssingen Rüthen Rüthen-Kallenhardt Rüthnick Rüting Sa Saal Saalburg Saalburg-Ebersdorf Saaldorf-Surheim Saalfeld Saalfeld/Saale Saalstadt Saarbrücken Saarbrücken-Altenkessel Saarbrücken-Burbach Saarbrücken-Dudweiler Saarbrücken-Klarenthal Saarbrücken-Scheidt Saarbrücken-Stadt Saarburg Saarburg-Hosteberg Saarlouis Saarlouis-Lisdorf Saarlouis-Roden Saarlouis-Steinrausch Saarwellingen Sabershausen Sachsen Sachsen-Anhalt Sachsendorf Sachsenhagen Sachsenheim Sachsenkam Saerbeck Saffig Sagard Sailauf Salach Salching Saldenburg Salem Salem-Dargow Salgen Sallgast Salm Salzatal Salzatal/OT Salzbergen Salzgitter Salzgitter-Bad Salzgitter-Beinum Salzgitter-Bruchmachtersen Salzgitter-Gebhardshagen Salzgitter-Ringelheim Salzgitter-Salder Salzgitter/Salder Salzhausen Salzhemmendorf Salzhemmendorf/Lauenstein Salzkotten Salzkotten-Scharmede Salzmünde Salzwedel Salzweg Samerberg Samswegen Samtens Sandberg Sande Sandersdorf Sandersdorf-Brehna Sandersleben Sandhagen Sandhatten Sandhausen Sandkrug Sangerhausen Sanitz Sankt Sargenroth Sargstedt Sarmersbach Sarnow Sarow Sarstedt Sasbachwalden Sassenberg Sassenberg-Füchtorf Sassenburg Sassenburg/ Sassnitz Saterland Saterland/Strücklingen Satow Satrup Satteldorf Sattelweiler Satzung Sauensiek Sauerlach Sauerthal Sauldorf Saulgau Saulheim Saupsdorf Sauzin Sayda Schaafheim Schaalby Schacht-Audorf Schackendorf Schackensleben Schafflund Schafstedt Schafstädt Schalkau Schalkenbach Schalkenmehren Schalkholz Schalksmühle Schallbach Schallodenbach Schallstadt Schaprode Scharbeutz Scharbeutz-Klingberg Scharbeutz/Ostsee Scharbow Scharfenstein Scharnebeck Schashagen Schauenburg Schauenburg- Schauenburg-Elgershausen Schauenstein Schaumburg Schauren Schechingen Scheden Scheer Scheeßel Schefflenz Scheggerott Scheibenhardt Scheidegg Scheinfeld Schelklingen Schelldorf Schellerten Schellhorn Schellroda Schellweiler Schemmerhofen Schemmerhofen-Schemmerberg Schenefeld Schenkelberg Schenkenberg Schenkendöbern Schenkenzell Schenklengsfeld Schermbeck Schermbeck-Gahlen Schermen Schernfeld Schernikau Scherstetten Scheuen Scheuerfeld Scheuring Scheyern Scheßlitz Schieder Schieder-Schwalenberg Schierling Schiesheim Schiffdorf Schiffdorf-Spaden Schiffdorf/ Schifferstadt Schiffweiler Schildau Schildow Schillingen Schillingsfürst Schillingstedt Schiltach Schimberg Schindhard Schinkel Schipkau Schirgiswalde Schirgiswalde-Kirschau Schirnding Schkeuditz Schkopau Schkölen Schladen Schladen-Werla Schlagenthin-Genthin Schlangen Schlangen- Schlangenbad Schlangenbad-Georgenborn Schlangenbad-Wambach Schlangenbad/ Schlat Schlebusch Schleching Schlechtsart Schlegel Schleich Schleid Schleiden Schleiden-Gemünd Schleiden-Harperscheid Schleiden-Oberhausen Schleife Schleiz Schlemmin Schlepzig Schleswig Schlettau Schleusegrund Schleusingen Schleusingen/ Schleusingerneundorf Schlieben Schliengen Schliengen-Obereggenen Schlier Schlierbach Schliersee Schlipsheim Schlitz Schlitz-Üllershausen Schlotheim Schlowe Schloß Schloßböckelheim Schluchsee Schlöben Schlüchtern Schlüsselfeld Schmalbach Schmalensee Schmalkalden Schmallenberg Schmatzhausen Schmelz Schmelz-Michelbach Schmerbach Schmerz Schmidgaden Schmidmühlen Schmiedeberg Schmiedefeld Schmitshausen Schmitt Schmitten Schmitten-Arnoldshain Schmitten-Oberreifenberg Schmittweiler Schmon Schmölln Schmölln-Putzkau Schnackenburg Schnaittach Schnaittenbach Schnakenbek Schneckenlohe Schneeberg Schnega Schnellbach Schneppenbach Schneverdingen Schobüll Scholderup Schollene Schonach Schondorf Schondra Schongau Schonungen Schopfheim Schopfloch Schopp Schorfheide Schorndorf Schorndorf-Schornbach Schorndorf-Weiler Schornsheim Schorssow Schortens Schortens-Heidmühle Schortens-Middelsfähr Schortens-Sillenstede Schortens/Sillenstede Schossin Schotten Schramberg Schramberg-Sulgen Schramberg-Waldmössingen Schraplau Schriesheim Schriesheim-Altenbach Schrobenhauen Schrobenhausen Schrobenhausen-Mühlried Schrozberg Schröding Schuld Schulzendorf Schuttertal-Dörlinbach Schutz Schwaan Schwabach Schwabenheim Schwabhausen Schwabmünchen Schwabstedt Schwaig Schwaigern Schwaikheim Schwalbach Schwalbach-Hülzweiler Schwallbach Schwalmstadt Schwalmstadt-Treysa Schwalmtal Schwalmtal-Waldniel Schwanau Schwandorf Schwanebeck Schwanewede Schwanewede-Neuenkirchen Schwanfeld Schwangau Schwanheim Schwanstetten Schwarme Schwarmstedt Schwartbuck Schwarz Schwarzach Schwarzatal-Mellenbach Schwarzen Schwarzenbach Schwarzenbach/Saale Schwarzenbach/Wald Schwarzenbek Schwarzenberg Schwarzenberg-Erla Schwarzenberg/Erz. Schwarzenborn Schwarzenbruck Schwarzenfeld Schwarzheide Schwarzwald-Baar-Kreis Schwebheim Schwedelbach Schwedt Schwedt/Oder Schwegenheim Schweich Schweigen-Rechtenbach Schweighofen Schweindorf Schweinfurt Schweinitz Schweisweiler Schweitenkirchen Schwelm Schwendi Schwendi-Schönebürg Schwenningen Schwentinental Schwentinetal Schweppenhausen Schwerin Schwerin-Neumühle Schwerin-Wickendorf Schweringen Schwerte Schwesing Schwetzingen Schwichtenberg Schwieberdingen Schwielochsee Schwielochsee-Jessern Schwielowsee Schwienau Schwifting Schwindegg Schwinge Schwoitsch Schwollen Schwäbich Schwäbisch Schwärzelbach Schwülper Schäftlarn Schäftlarn-Ebenhausen Schöffengrund Schöfweg Schöllkrippen Schöllnach Schömberg Schömberg-Langenbrand Schömberg-Schörzingen Schömerich Schönaich Schönau Schönau-Berzdorf Schönbach Schönberg Schönberger Schönborn Schönborn-Dreiwerden Schönbrunn Schönbrunn-Moosbrunn Schöndorf Schönebeck Schöneberg Schöneberg/ Schönebürg Schöneck Schöneck-Büdesheim Schöneck/Vogtland Schönefeld Schöneiche Schönenberg-Kübelberg Schönermark Schönewalde Schönfeld Schönfließ Schöngeising Schönhausen Schönheide Schöningen Schönkirchen Schönow Schönsee Schönstedt Schöntal Schönwald Schönwalde Schönwalde-Glien Schönwölkau Schöppenstedt Schöppenstedt-Schliestedt Schöppingen Schörzingen Schülldorf Schüller Schülp Schürdt Schüttorf Sebnitz Seck Seckach Seddiner Sedelsberg Seebad Seebenau Seebruck Seeburg Seedorf Seefeld Seeg Seega Seegebiet Seehausen Seeheim Seeheim-Jugenheim Seeheim-Jugenheim/OT Seehof Seeland Seelbach Seelen Seelingstädt Seelitz Seelow Seelse Seelze Seeon-Roitham Seesen Seesen-Mechtshausen Seesen-Rhüden Seeshaupt Seeth Seevetal Seevetal-Maschen Seewald Seewald-Besenfeld Segeberg Segeletz Seggebruch Sehlem Sehlen Sehlendorf Sehmatal Sehmatal-Sehma Sehnde Sehnde-Klein Seibersbach Seiffen Seifhennersdorf Seinsfeld Seitingen- Seitingen-Oberflacht Selb Selbitz Selent Selfkant Selfkant-Millen Seligenstadt Selke-Aue Sellin Selm Selm-Bork Selm-Cappenberg Selmsdorf Selsingen Selters Selters-Niederselters Selters-Ortsteil Selters/ Selzen Sembach Semlow Semmenstedt Senden Sendenhorst Senftenberg Sengenthal Senheim Sensweiler Senzig Sereetz Serrig Sersheim Sessenbach Seth Setzingen Seubersdorf Seukendorf Seulingen Sevelen Sexau Seybothenreuth Seyda Sibbesse Siberatsweiler Sickingen Sickte Siebeldingen Siebenbäumen Siebenmorgen Siedenbollentin Siedenbrünzow Siedenburg Siefersheim Siegbach Siegbach-Oberndorf Siegburg Siegelbach Siegen Siegen-Mudersbach Siegenburg Siegsdorf Siegsdorf-Hammer Siek Sielenbach Sielow Sien Sierksdorf Sierksrade Sietow Sievershütten Sigmaringen Sigmaringen-Jungnau Sigmaringendorf Sigmarszell Silberstedt Sillerup Simbach Simmelsdorf Simmerath Simmerath-Hammer Simmerath-Rurberg Simmerath-Strauch Simmern Simmern/Hunsrück Simmersfeld Simmozheim Simonsberg Simonswald Sindelfingen Sindringen-Forchtenberg Singen Singhofen Sinn Sinntal Sinntal-Jossa Sinsheim Sinsheim-Ehrstädt Sinsheim-Eschelbach Sinspelt Sinzheim Sinzig Sinzing Sippersfeld Sittensen Sitters Soderstorf Soest Sohland Sohren Sohrschied Solingen Solingen-Dorp Solingen-Ohligs Sollerup Solln Sollstedt Sollwitt Solms Solms-Oberbiel Solnhofen Soltau Soltendieck Sommerfeld Sommerland Sommersdorf Sommersdorf-Marienborn Sondershausen Sonneberg Sonnefeld Sonnen Sonnenberg Sonnenbühl-Genkingen Sonnenschied Sonnewalde Sonsbeck Sontheim Sonthofen Sontra Sophienhamm Sophienhof Sottrum Soyen Soßmar Spabrücken Spahnharrenstätte Spaichingen Spalt Spalt-Großweingarten Spangdahlem Spangenberg Spantekow Spardorf Sparneck Spay Spechbach Speicher Speichersdorf Spelle Spenge Spesbach Spessart Speyer Spiegelau Spiegelberg Spiesen Spiesen- Spiesen-Elversberg Spiesheim Sponheim Spornitz Spraitbach Sprakensehl Spree-Neiße-Dissen-Striesow Spreetal Spremberg Sprendlingen Springe Springe-Völksen Sprockhövel St St. St.Ingbert St.Ingbert-Rohrbach St.Katharinen St.Leon-Rot St.Wendel Stade Stade-Wiepenkathen Stadland Stadland-Norderschwei Stadtallendorf Stadtbergen Stadthagen Stadthagen-Krebshagen Stadtilm Stadtkyll Stadtland Stadtlauringen Stadtlohn Stadtlohn-Wenningfeld Stadtoldendorf Stadtroda Stadtsteinach Stadtverband Stadum Stahlberg Stahlhofen Stahnsdorf Stahringen Staig Staig-Steinberg Stammbach Stammham Stapel Stapelfeld Starkenberg Starkenburg Starnberg Starzach Starzach-Wachendorf Stassfurt Staucha Staudernheim Staufen Staufenberg Staufenberg-Daubringen Staufenberg-Spiekershausen Stavenhagen Stavern Staßfurt Staßfurth Stederdorf Stedesand Stedten Steffenberg Steffenshagen Stegaurach Stegen Steigen Steigra Steimel Steimke Stein Steinach Steinau Steinau-Marborn Steinbach Steinbach-Hallenberg Steinberg Steinbergkirche Steinburg Steindorf Steinebach Steinebach/Wörthsee Steinefrenz Steinen Steinen-Lehnacker Steinenbronn Steinenstadt Steineroth Steinfeld Steinfurt Steinfurt-Borghorst Steingaden Steinhagen Steinhagen-Brockhagen Steinhagen-Zentrum Steinhausen Steinheid Steinheim Steinheim- Steinheim-Sandebeck Steinhorst Steinhude Steinhöfel Steinhöring Steinigtwolmsdorf Steiningen Steinkirchen Steinmauern Steinpleis Steinthaleben Steinweiler Steinwenden Steinwiesen Stelle Stelzenberg Stemshorn Stemwede Stendal Stephanskirchen Steppach Sternberg Sternebeck Sternenfels Sterup Stetten Stettfeld Steutz Steyerberg Stipshausen Stockach Stockdorf Stockelsdorf Stockheim Stockstadt Stockum-Püschen Stoetze Stolberg Stolberg-Donnerberg Stolk Stollberg Stolpe Stolpen Stolzenau Stolzenhagen Storbeck-Frankendorf Storkow Straelen Straeten Strahwalde Stralendorf Stralsund Strasburg Straubehardt-Conweiler Straubenhardt Straubing Straufhain/Linden Straupitz Strausberg Straußfurt Straußhof Straßberg Straßenhaus Straßkirchen Straßlach Straßlach-Dingharting Strehla Streithausen Striegistal Stromberg Strotzbüsch Struckum Strullendorf Struppen Struxdorf Ströbeck Stubben Stuer Stuhr Stuhr-Heiligenrode Stuhr-Neukrug Stutensee Stutensee- Stuttgart Stuttgart- Stuttgart-Degerloch Stuttgart-Vaihingen Stuttgart-Zazenhausen Stuttgart_Plieningen Stuvenborn Stätzling Stöckse Stödtlen Stönitz Stößen Stüde Stüdenitz Stüdenitz-Schönermark Stühlingen Stützengrün Suckow Suderburg Sugenheim Suhl Suhlendorf Sukow-Levitzow Suldzorf Sulingen Sulmingen Sulz Sulzbach Sulzbach-Laufen Sulzbach-Rosenberg Sulzbach/Murr Sulzbach/Saar Sulzfeld Sulzheim Sundern Sundhagen Surberg Surwold Sustrum Swistal-Odendorf Swisttal Swisttal-Buschhoven Swisttal-Odendorf Syke Syke-Barrien Sylt Sylt-Ost Sylt/ Sylt/Archsum Sylt/OT Syrau Syrgenstein Sächsische Söchtenau Sögel Söhlde Söhrewald Sölden Sömmerda Sörup Sötern Südbrookmerland Süderbrarup Süderdeich Süderende Süderfahrenstedt Südergellersen Süderhackstedt Süderhastedt Süderheistedt Süderholz Süderlügum Süderstapel Südharz Südkirchen Südliches Südlohn Südlohn-Oeding Südwinsen Sülfeld Sülzetal Süplingen Süpplingenburg Süsel Süsterseel Süttorf Süßen Taarstedt Taben-Rodt Tacherting Talhausen Talheim Talkau Talling Tambach Tamm Tamm-Hohenstange Tandern Tangerhütte Tangermünde Tangstedt Tann Tanna Tanne Tannenberg Tantow Tapfheim Tappenbeck Tarmstedt Tarnow Tarp Tarthun Tastrup Tating Taubenheim Tauberbischofsheim Taucha Tauche Tauer Taufkirchen Taufkirchen/ Taunusstein Taunusstein-Hahn Taunusstein-Wehen Taura Tautenhain Techentin Tecklenburg Tecklenburg-Stadt Tegernheim Tegernsee Teichwitz Teisendorf Teising Teisnach Telgte Tellig Tellingstedt Teltow Teltow-Fläming-Blankenfelde-Mahlow Temmen-Ringenwalde Temnitzthal Templin Tengen Teningen Teningen-Nimburg Tennenlohe Tensbüttel-Röst Tespe Tessenow Tessin Testorf-Steinfort Tetenbüll Tetenhusen Teterow Tettau Tettenweis Tettnang Teublitz Teuchern Teunz Teupitz Teuschnitz Teutschenthal Teutschenthal/Angersdorf Tewswoos Teßmannsdorf Thaden Thaining Thale Thaleischweiler Thaleischweiler-Fröschen Thalfang Thalfang-Bäsch Thalhausen Thalheim Thalheim/Erzgebirge Thallwitz Thalmassing Thalmässing Thannhausen Thanstein Tharandt Thekla Themar Theres Thiede Thierhaupten Thiersheim Thierstein Thiessow Tholey Tholey-Neipel Thomasburg Threna Thum Thumby Thundorf Thurmansbang Thyrnau Thüngen Thüngersheim Thüringen Tiddische Tiefenbach Tiefenbach-Ast Tiefenbronn Tiefenbronn- Tiefenbronn-Lehningen Tiefenort Tiefensee Tiefenthal Tielen Tierhaupten Timmendorfer Timmenrode Tinnum Tirpersdorf Tirschenreuth Titisee-Neustadt Titting Tittling Tittmoning Titz Titz-Ameln Todenbüttel Todendorf Todenroth Todesfelde Todtenweis Todtmoos Todtnau Tolk Tollwitz Tonna Toppenstedt Torgau Torgelow Tornesch Tostedt Tosterglope Traben Traben-Trabach Traben-Trarbach Trabitz Train Traitsching Tralau Tramm Trappenkamp Trassem Trassenheide Trauchgau Traumhaftes Traunreut Traunstein Traunwalchen Trautskirchen Travemünde Travenbrück Traventhal Trebbichau Trebbin Trebel Treben Trebendorf Trebgast Trebsen Trebsen/Mulde Trebur Trebur-Astheim Trechtingshausen Treffelstein Treffurt Treffurt/OT Treia Treis-Karden Tremsbüttel Tremsdorf Trendelburg Trennewurth Trent Treseburg Treuchtlingen Treuen Treuenbrietzen Triberg Tribseer Tribsees Triefenstein Trier Trier-Irsch Trierweiler Triftern Trillfingen Trimbs Trinum Trippstadt Trittau Trittenheim Trochtelfingen Trochtelfingen-Steinhilben Trogen Troisdorf Troisdorf-Bergheim Troisdorf-Sieglar Trossin Trossingen Trostberg Trulben Trusetal Tröndel Tröstau Tschernitz Tschirn Tucheim Tuchenbach Tuningen Tuntenhausen Turnow-Preilack Tussenhausen Tutow Tuttlingen Tutzing Tutzingen Twedt Twist Twistringen Töging Tönisvorst Tönning Töpchin Töpen Tübingen Tüddern Tülau Tülau-Voitze Türkenfeld Türkheim Türkheim-Irsingen Tüßling Ubstadt-Weiher Uchte Uckerfelde Uckerland Udenheim Udler Uebigau Uebigau-Wahrenbrück Uebigau-Warenbrück Uecker-Randow Ueckermünde Uedem Uehlfeld Uehrde Uelitz Uelsen Uelversheim Uelvesbüll Uelzen Uelzen-Veerssen Uersfeld Uetersen Uettingen Uetze Uetze-Dollbergen Uffenheim Uffing Uhingen Uhldingen Uhldingen-Mühlhofen Uhler Uhlstädt-Kirchhasel Uichteritz Ulm Ulm-Eggingen Ulmen Ulmet Ulrichstein Ulrichstein/Helpershain Ulsnis Umkirch Ummanz Ummendorf Ummern Undeloh Undenheim Undorf Unkel Unna Unnau Unterbreizbach Unterdietfurt Unterdießen Unteregg Untereisesheim Unterensingen Untereurach Unterföhring Untergiesing-Harlaching Untergriesbach Untergruppenbach Untergöhren Unterhaching Unterkirnach Unterloquitz Unterlüss Unterlüß Untermeitingen Untermeitingen/Lagerlechfeld Untermünkheim Unterneukirchen Unterpfaffenhofen Unterriexingen Unterschleißheim Unterschneidheim Untersiemau Unterspreewald Unterthingau Unterwössen Untrasried Unzenberg Upahl Upgant-Schott Uphusum Uplengen Urbach Urbach/ Urbar Urmersbach Ursberg Urspringen Usedom Usingen Uslar Ustersbach Utecht Utersum Uthleben Uthlede Uthmöden Utscheid Uttenreuth Uttenweiler Utting Uttlau VG VS-Schwenningen VS-Weigheim Vachdorf Vahlbruch Vahlde Vaihingen Vaihingen/Enz Vallendar Valley Valluhn Varel Vastorf Vaterstetten Vaterstetten-Baldham Vechelde Vechelde-Liedingen Vechta Veckenstedt Vehlefanz Vehlow Veitsbronn Veitshöchheim Velbert Velburg Velden Veldenz Velgast Vellahn Vellberg Vellmar Velpke Velpke-Meinkot Velten Veltheim Vendersheim Vennikel Verchen Verden Veringenstadt Verl Versmold Vetschau Vettelschoß Vettweiss Vettweiß Victorbur Viechtach Vielbach Vielbaum Vielist Vielitz Vienau Vienenburg Vienenburg-Weddingen Viereck Vieregge Viereth Vierhausen Vierherrenborn Vierkirchen Vierlinden Vierlinden/OTNeutempel Viernheim Viersen Vilgertshofen Vilingen Villenbach Villingen Villingen-Schwenningen Villingendorf Villmar Villmar-Aumenau Villmar-Weyer Villmar/ Vilsbiburg Vilseck Vilsheim Vilshofen Vinningen Vipperow Virneburg Visselhövede Vitzenburg Viöl Vlotho Voerde Voerde-Spellem Vogach Vogelsdorf Vogt Vogtsburg Vohburg Vohburg-Ortsteil Vohenstrauß Voigtsdorf Voigtstedt Volkenschwand Volkertshausen Volkesfeld Volkmarsen Vollersode Vollerwiek Volsemenhusen Volxheim Vorbach Vorbeck Vorderweidenthal Vordorf Vorsfelde Vorwerk Vossenack Vreden Vrees Vögelsen Vöhl Vöhl-Buchenberg Vöhrenbach Vöhringen Völkersbach Völklingen Völkshagen Völpke Völschow Vörstetten Waabs Waakirchen Wabern Wachau Wachenheim Wachenroth Wachtberg Wachtberg-Ließem Wachtberg-Pech Wachtberg-Villiprott Wachtendonk Wackernheim Wackerow Wackersdorf Waddeweitz Wadern Wadern-Wadrill Wadersloh Wadgassen Wadgassen-Differten Wadgassen-Werbeln Waffenbrunn Wagenfeld Waghäusel Waghäusel-Kirrlach Waghäusel-Wiesental Waging Wahlen Wahlheim Wahlitz Wahlstedt Wahrenholz Waiblingen Waibstadt Waibstadt-Daisbach Waidhofen Waigandshain Waischenfeld Wakendorf Walchum Wald Wald-Michelbach Waldachtal Waldachtal-Salzstetten Waldalgesheim Waldaschaff Waldau Waldbreitbach Waldbronn Waldbrunn Waldbrunn-OT Waldbröl Waldbunn Waldburg Waldböckelheim Walddorfhäslach Waldeck Waldems Waldenbuch Waldenburg Waldersee Waldershof Waldesch Waldfeucht Waldfeucht-Hontem Waldfischbach-Burgalben Waldhambach Waldhausen Waldheim Waldhufen Waldkappel Waldkappel-Hartmutsachsen Waldkirch Waldkirchen Waldkraiburg Waldleiningen Waldmohr Waldmünchen Waldniel-Ungerath Waldorf Waldrach Waldrohrbach Waldsee Waldshut Waldshut-Tiengen Waldsieversdorf Waldsolms 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53226 rows × 10055 columns

The dataframe now has to be converted into integer format.

The pd.to_numeric function has to be run before and after using dropna, as dropna only removes NaNs if they are integer but also changes the datatype to object again.

In [21]:
clean_df = dummydf_clean2.apply(pd.to_numeric, downcast='integer', errors='coerce')
clean_df = clean_df.dropna()
clean_df = clean_df.apply(pd.to_numeric, downcast='integer', errors='coerce')
clean_df
Out[21]:
Kaufpreis Anzahl_zimmer Wohnflaeche (in m²) Grundstueck (in m²) timetosell Flaeche_km2 Einwohner Men Women Population_density Average_income WC Analytic Clout Authentic Tone WPS Sixltr Dic ppron i we you shehe they affect posemo negemo anx anger sad social family friend female male cogproc insight cause discrep tentat certain differ percept see hear feel drives affiliation achieve power reward risk focuspast focuspresent focusfuture work leisure home money relig death informal swear netspeak assent nonflu Bauernhaus Besondere Immobilie Bungalow Burg/Schloss Doppelhaushälfte Einfamilienhaus (freistehend) Mehrfamilienhaus Reiheneckhaus Reihenmittelhaus Villa Wohnimmobilie (sonstige) A A+ B C D E F G H Abbruchreif Erstbezug Erstbezug nach Sanierung Gepflegt Modernisiert Nach Vereinbarung Neuwertig Renovierungsbedürftig Saniert Vollständig renoviert 1058 1070 1111 1195 1245 1254 1265 1299 1309 1340 1355 1390 1400 1411 1416 1423 1426 1439 1456 1470 1480 1489 1490 1492 1496 1500 1501 1502 1503 1504 1506 1509 1513 1520 1523 1527 1530 1533 1540 1542 1549 1550 1553 1555 1556 1557 1565 1568 1569 1570 1577 1578 1580 1581 1582 1584 1590 1595 1596 1599 1600 1601 1602 1604 1606 1608 1609 1611 1614 1615 1617 1618 1620 1621 1622 1623 1625 1626 1628 1630 1634 1635 1636 1637 1639 1640 1642 1644 1645 1646 1648 1650 1652 1653 1654 1655 1660 1665 1666 1667 1670 1672 1674 1679 1680 1682 1685 1686 1687 1688 1689 1690 1691 1692 1694 1696 1697 1698 1699 1700 1701 1703 1707 1708 1710 1711 1712 1713 1714 1715 1716 1719 1720 1721 1722 1724 1725 1726 1727 1728 1729 1730 1732 1733 1735 1736 1737 1738 1739 1740 1741 1742 1743 1744 1745 1746 1747 1749 1750 1751 1752 1753 1754 1755 1756 1757 1758 1759 1760 1761 1763 1764 1765 1766 1767 1768 1769 1770 1771 1772 1773 1774 1775 1776 1777 1778 1779 1780 1781 1782 1783 1784 1785 1786 1787 1788 1789 1790 1791 1792 1793 1794 1795 1796 1797 1798 1799 1800 1801 1802 1803 1804 1805 1806 1807 1808 1809 1810 1811 1812 1813 1814 1815 1816 1817 1818 1819 1820 1821 1822 1823 1824 1825 1826 1827 1828 1829 1830 1831 1832 1833 1834 1835 1836 1837 1838 1839 1840 1841 1842 1843 1844 1845 1846 1847 1848 1849 1850 1851 1852 1853 1854 1855 1856 1857 1858 1859 1860 1861 1862 1863 1864 1865 1866 1867 1868 1869 1870 1871 1872 1873 1874 1875 1876 1877 1878 1879 1880 1881 1882 1883 1884 1885 1886 1887 1888 1889 1890 1891 1892 1893 1894 1895 1896 1897 1898 1899 1900 1901 1902 1903 1904 1905 1906 1907 1908 1909 1910 1911 1912 1913 1914 1915 1916 1917 1918 1919 1920 1921 1922 1923 1924 1925 1926 1927 1928 1929 1930 1931 1932 1933 1934 1935 1936 1937 1938 1939 1940 1941 1942 1943 1944 1945 1946 1947 1948 1949 1950 1951 1952 1953 1954 1955 1956 1957 1958 1959 1960 1961 1962 1963 1964 1965 1966 1967 1968 1969 1970 1971 1972 1973 1974 1975 1976 1977 1978 1979 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 A-Ebingen AHRENSBURG ALTENSTADT ALZEY Aachen Aachen-Kornelimünster Aachen-Walheim Aalen Aalen-Unterkochen Aalen-Wasseralfingen Aarbergen Abbenrode Abbesbüttel Abenberg Abensberg Absberg Abstatt Abtsgmünd Abtshagen Achern Achim Achim-Baden Achkarren Achmühle Achstetten Acht Achtelsbach Achterwehr Achtrup Adelberg Adelebsen Adelheide Adelheidsdorf Adelmannsfelden Adelsdorf Adelsheim Adelshofen Adelsried Adelzhausen Adenau Adenbüttel Adendorf Adenstedt Adlkofen Admannshagen-Bargeshagen Adorf Adorf/Vogtland Aebtissinwisch Aerzen Affalterbach Aglasterhausen Ahaus Ahaus-Ottenstein Ahaus-Wessum Ahausen Ahlbeck Ahlden Ahlen Ahlen-Vorhelm Ahlerstedt Ahlsdorf Ahnatal Ahnsbeck Ahnsen Aholfing Aholming Ahorn Ahorn-Berolzheim Ahornberg Ahrbrück Ahrensburg Ahrensbök Ahrensfelde Ahrensfelde-Blumberg Ahrenshagen Ahrenshagen-Daskow Ahrenshoop Ahrenviöl Ahrweiler Aicha Aichach Aichhalden Aichtal Aichtal-Neuenhaus Aichwald Aichwald-Schanbach Aidenbach Aidlingen Ailertchen Ailterchen Aindling Aistaig Aiterhofen Aitrach Aken Albbruck Albeck Albersdorf Albershausen Albersweiler Albertshofen Albingshausen Albisheim Albstadt Albstadt-Ebingen Albstadt-Lautlingen Albstadt-Onstmettingen Albstadt-Tailfingen Aldenhoven Aldersbach Aldingen Alfdorf Alfeld Alfeld(Leine) Alfeld-Brunkensen Alfeld/Leine Alfhausen Alflen Alfstedt Alfter Alfter-Impekoven Alfter-Oedekoven Alfter-Witterschlick Algermissen Alheim Alheim-Heinebach Aligse Alikendorf Allenbach Allendorf Allensbach Alleringersleben Allersberg Allershausen Alling Allmannshofen Allmendingen Allmersbach Allrode Allstedt Almersbach Alpen Alpenrod Alpirsbach Alsbach-Hähnlein Alsdorf Alsdorf-Blumenrath Alsdorf-Zopp Alsenz Alsfeld Alsheim Alsleben Alstätte Alt Alt-Glienicke Altbach Altbach-Losburg Altdorf Altdöbern Altefähr Alteglofsheim Alten-Buseck Altena Altenahr Altenau Altenbeken Altenberg Altenberge Altenbuch Altenburg Altendiez Altendorf Altenglan Altengottern Altenhausen Altenhof Altenholz Altenkessel Altenkirchen Altenkrempe Altenkunstadt Altenmarkt Altenmedingen Altenmünster Altenpleen Altenriet Altenstadt Altenstadt-Illereichen Altenstadt-Untereichen Altenstadt-Waldsiedlung Altensteig Altensteig-Wart Altenthann Altentreptow Altenwalde Alterkülz Alterkülz/Kastellaun Altfraunhofen Altgandersheim Altheim Altheim-Essenbach Althengstett Althengstett/Neuhengstett Althenstett Althornbach Althütte Althüttendorf Altingen Altjessnitz Altkalen Altlandsberg Altlay Altleiningen Altlußheim Altmannstein Altmannstein-Mendorf Altmärkische Altomünster Altranft Altrip Altshausen Altstadt Altstrelitz Altusried Altwigshagen Altötting Alzenau Alzey Alzey-Heimersheim Alzey-Weinheim Alzey-Worms Alzheim Am Amberg Amelinghausen Amerdingen Ammerbuch Ammersbek Ammerthal Amorbach Ampfing Ampfurt Ampleben Amstetten Amt Amöneburg Andechs Anderbeck Andernach Angelbachtal Angelburg Angelburg-Lixfeld Anger Angermünde Angersdorf Anhalt-Bitterfeld Anhausen Ankershagen Anklam Ankum Annaberg Annaberg-Buchholz Annaburg Annahütte Annweiler Anrode Ansbach Antdorf Antrifttal Antweiler Apelern Apen Apenburg Apensen Apfeldorf Apfeltrach Apolda Appel Appen Appenweier Appertshofen Archsum Arendsee Aresing Arft Argenbühl Argenschwang Argenthal Arkebek Armstorf Arnbruck Arneburg Arnsberg Arnsberg- Arnsberg-Arnsberg Arnsberg-Voßwinkel Arnschwang Arnsdorf Arnstadt Arnstein Arnstorf Arrach Arsten Artern Artern/Unstrut Artlenburg Arzbach Arzberg Arzfeld Asbach Asbach-Bäumenheim Aschaffenburg Aschau Ascheberg Ascheberg-Herbern Ascheffel Aschendorf Aschersleben Asendorf Aspenstedt Asperg Aspisheim Asslar Atenstadt Attendorn Attenhofen Attenkirchen Attenweiler Attenweiler-Rupertshofen Atzelgift Atzendorf Au Aubing Aubstadt Auderath Aue Aue- Aue-Bad Auen Auenwald Auerbach Auerbach/Vogtland Auernheim Auerswalde Auetal Auetal-Rehren Augsburg Augsburg-Bärenkeller Augustdorf Augustusburg Auhagen Aukrug Aulendorf Aulosen Auma Auma-Weidatal Aumühle Aurach Aurachtal Aurich Ausleben Auw Aventoft Averlak Axstedt Aying Ayl Aystetten Aßlar Aßlar-Ortsteil Aßlar-Werdorf B BAD BD-Öfingen BERLIN Baar Baar-Ebenhausen Baar-Oberbaar Babenhausen Babensham Bach Bacharach Bachhagel Backnang Bad Bad-Breisig Bad-Rippoldsau-Schapbach Badbergen Baddeckenstedt Badeborn Baden Baden-Baden Baden-Baden-Steinbach Baden-Württemberg Badendorf Badenweiler Badra Baesweiler Baesweiler-Beggendorf Baesweiler-Setterich Bahlingen Bahrdorf Bahrenborstel Bahretal Baienfurt Baierbach Baierbrunn Baiern Baiersbronn Baiersdorf Baindt Baldham Balesfeld Balge Balgheim Balingen Balingen-Dürrwangen Balingen-Frommern Balingen-Heselwangen Balingen-Zillhausen Balje Ballendorf Ballenstedt Ballhausen Ballrechten-Dottingen Balve Balzhausen Bamberg Bammental Bandau Bandekow Bandelin Bandenitz Bann Bannberscheid Bannewitz Barbing Barby Barchfeld-Immelborn Bardowick Barenburg Barendorf Bargau Bargenstedt Bargfeld-Stegen Bargischow Bargstall Bargstedt Bargteheide Bargum Barkenholm Barleben Barlt Barmke Barmstedt Barner Barnim-Wandlitz Barnin Barnitz Barnstädt 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Blankenheim-Lommersdorf Blankenheim-Rohr Blankenhof Blankenrath Blankensee Blankenstein Blaubach Blaubeuren Blaubeuren/OT Blaufelden Blaustein Bleckede Bleckenstedt Bleckhausen Bleialf Bleicherode Blekendorf Bliedersdorf Bliesdorf Blieskastel Blieskastel- Blindheim Blomberg Blowatz Blumberg Blumenholz Blunk Blösien Bobbau Bobengrün Bobenheim Bobenheim-Roxheim Bobenthal Bobingen Bobingen-Straßberg Bobritzsch Bobritzsch-Hilbersdorf Bobzin Bochin Bocholt Bocholt-Barlo Bochum Bochum-Dahlhausen Bochum-WAT-Höntrop Bockau Bockenau Bockenem Bockenem-Ortshausen Bockenheim Bockhorn Bockhorn-Ellenserdamm Bockhorst Bocksberg Bodelshausen Bodelwitz Bodenbach Bodenfelde Bodenkirchen Bodenmais Bodenwerder Bodenwöhr Bodman Bodman-Ludwigshafen Bodnegg Bodolz Bogen Bohmstedt Bohmte Boiensdorf Boitze Boitzenburg Boizenburg Boizenburg/Elbe Bokel Bokensdorf Bokholt Boksee Bolanden Boldekow Bollendorf Bollensen Bollewick Boltenhagen Bomlitz Bondorf Bongard Bonn Bonn-Bad Bonn-Beuel Bonn-Friesdorf Bonn-Lengsdorf Bonndorf Bonstetten Boock Bookholzberg Boos Boostedt Bopfingen Bopfingen/Ot Boppard Boppard-Weiler Borchen Bordesholm Boren Borgentreich Borgentreich-Bühne Borgentreich-Manrode Borgholzhausen Borgstedt Borgwedel Borken Borken-Burlo Borken-Gombeth Borkenwirthe/Burlo Borkheide Borkow Borkum Borkwalde Borler Born Borna Borne Bornhagen Bornheim Bornheim-Hersel Bornheim-Sechtem Bornhöved Bornstedt Borod Borrentin Borsdorf Borsfleth Borstel Borstel-Hohenraden Borstendorf Borstorf Borxleben Bosau Bosen Bosenbach Bosenbach-Friedelhausen Bothel Bottenbach Bottendorf Bottrop Bous Bovenden Boxberg Boxberg-Kupprichhausen Boxberg-Schwabhausen Boxberg-Untershüpf Braak Brachbach Brachtal Brachttal Brachwitz Brackel Brackenheim Brackenheim-Botenheim Brackenheim-Meimsheim Brackstedt Braderup Brahlstorf Brake Brakel Brakel-Hembsen Bramsche Bramstedt Bramstedtlund Brand Brand-Erbisdorf Brande-Hörnerkirchen Brandenburg Brandenburg-Beetzsee Brandis Brandscheid Brannenburg Branschweig Braubach Brauneberg Braunfels Braunfels-Tiefenbach Braunlage Braunsbach Braunsbedra Braunschweig Braunschweig-Hondelage Braunschweig-Mascherode Braunschweig-Watenbüttel Braunsdorf Braunshorn Brauweiler Brechen Brechen-Niederbrechen Breckerfeld Breddin Bredenfelde Bredstedt Breege Breese Breesen Brehna Breidenbach Breidenbach-Kleingladenbach Breidenbach-Wiesenbach Breiholz Breisach Breit Breitbrunn Breitenbach Breitenberg Breitenbrunn Breitenbrunn-Bedernau Breitenbrunn/Erzgeb. Breitenburg Breitenfeld Breitenfelde Breitengüßbach Breitenhagen Breitenthal Breitenworbis Breitnau Breitscheid Breitscheidt Breitungen Brekendorf Breklum Bremen Bremen-Kattenturm Bremen/Alt-Osterholz Bremen/Farge Bremen/Hastedt Bremen/Neue Bremen/Walle Bremerhaven Bremerhaven-Wulsdorf Bremervörde Brenken Brennberg Brensbach Brest Breternitz Bretleben Bretnig Bretnig-Hauswalde Bretten Bretten-Diedelsheim Brettin Bretzenheim Bretzfeld Breuberg Breuna Brevörde Breydin Brickeln Briedel Brielow Brieselang Brieskow-Finkenheerd Brietlingen Brietzig Brilon Brilon-Wald Britz Brockel Brockum Brodersby Broderstorf Brohl-Lützing Brokdorf Brokstedt Brombachtal Brombachtal/Böllstein Brome Bromskirchen Bronkow Brotterode-Trusetal Bruchertseifen Bruchhausen-Vilsen Bruchköbel Bruchmühlbach Bruchmühlbach-Miesau Bruchsal Bruchsal-Heidelsheim Bruchweiler Bruchweiler-Bärenbach Bruck Bruckberg Bruckmühl Brunaschweig Brunn Brunnen Brunnthal Brunow Brunsbek Brunsbek-Langelohe Brunsbüttel Bruschied Brusow Bräuningshof Bräunlingen Bröckel Brück Brücken Brüel Brüggen Brüggen-Born Brüggen-Bracht Brühl Brühl-Rohrhof Brünn Brüsewitz Brüssow Bubenheim Bubenreuth Bubesheim Bubsheim Buch Bucha Buchbach Buchberg Buchdorf Buchen Buchen-Bödigheim Buchen-Götzingen Buchen/Hettingen Buchenberg Buchenberg-Kreuzthal Buchet Buchholz Buchholz-Holm-Seppensen Buchholz-Trelde Buchloe Buchwalde Buckow Budenheim Buende Bugewitz Buggenhagen Buggingen Buggingen-Seefelden Buisdorf Bullay Bullendorf/ Bunde Bundenbach Bunsoh Burbach Burg Burg-Parchau Burg-Schartau Burgau Burgbrohl Burgbrohl-Lützingen Burgdorf Burgdorf-Ehlershausen Burgebrach Burgen Burgfarrnbach Burghaslach Burghaun Burghausen Burgheim Burgkirchen Burgkunstadt Burglengenfeld Burgoberbach Burgrieden Burgrieden-Rot Burgschwalbach Burgsolms Burgstall Burgstädt Burgthann Burgwald Burgwedel Burgwedel-Engensen Burgwindheim Burhave Burkardroth Burkardroth-OT Burkau Burkersdorf Burkhardtsdorf Burladingen Burladingen-Gauselfingen Burow Burscheid Burtenbach Buschhoven Buschmühlen Buschvitz Busdorf Buseck Busenberg Busenwurth Butjadingen Buttstädt Butzbach Butzow Buxheim Buxtehude Bächingen Bäk Bärenbach Bärenstein Bärnau Bärwalde Bärweiler Böbing Böbingen Böblingen Böbrach Böel Böhl-Iggelheim Böhlen Böhme Böhmenkirch Böklund Bönebüttel Bönen Bönnigheim Bönningstedt Börde-Hakel Bördeland Börger Börgerende Börgerende-Rethwisch Börnichen Börnicke Börnsen Börwang Börßum Bösel Böttingen Bötzow Büchel Büchen Büchenbach Büchenbeuren Büchlberg Bückeburg Bückeburg-Bergdorf Büddenstedt Büdelsdorf Büdingen Büdingen-Rohrbach Büdingen-Vonhausen Bühl Bühl-Stadtteil Bühlertal Bühlertann Bühlerzell Bühnsdorf Bühren Bünde Büren Bürgel Bürgeln Bürstadt Büschdorf Büschfeld Büsingen Büsum Büsumer Bütlingen Büttelborn Büttelborn-Worfelden Büttelkow Bütthard Bützow Caan Cadenberge Cadolzburg Calau Calbe Calberlah Calden Callbach Callenberg Calvörde Calw Calw-Stammheim Cambs Cammin Can Capdepera Capelle Cappeln Carlow Carlsberg Carlsfeld Carpin Casekow Castell Castrop Castrop-Rauxel Cavertitz Celle Celle-Klein Celle-Westercelle Cham Chemnitz Chieming Chorin Christgrün Christiansholm Clausen Clausthal Clausthal-Zellerfeld Claußnitz Cleebronn Clenze Cloppenburg Coburg Cochem Cochem-Zell Coesfeld Coesfeld-Lette Colbitz Colditz Collenberg Collenberg-Reistenhausen Colmberg Colmnitz Contwig Coppenbrügge Coppengrave Cornberg Coswig Cottbus Crailsheim Cramberg Cramonshagen Creglingen Cremlingen Creuzburg Creußen Crimmitschau Crinitz Crinitzberg Crispendorf Crivitz Crostau Crostwitz Crottendorf Cunewalde Cunnersdorf Cuxhaven Cuxhaven-Döse Cxuhaven Cämmerswalde Cölbe Cölpin Daaden Dabel Daberkow Dachau Dachsenhausen Dackenheim Dagebüll Dahlem Dahlem-Schmidtheim Dahlen Dahlenberg Dahlenburg Dahlewitz Dahlheim Dahme Dahme-Spreewald-Eichwalde Dahme-Spreewald-Teupitz Dahme/Mark Dahmen Dahn Dahnen Daisendorf Dalberg Dalheim Dalldorf Dallgow Dallgow-Döberitz Damendorf Damflos Damm Dammbach Damme Damp Damsdorf Damshagen Dankmarshausen Dannau Danndorf Dannenberg Dannenberg-OT Dannenbüttel Dannenfels Dannenwalde Dannewerk Dannstadt-Schauernheim Dansenberg Dardesheim Dargow Dargun Darlingerode Darmstadt Darmstadt-Dieburg Dasing Dassel Dassendorf Dassow Datteln Dattenberg Datzeroth Datzetal Daubach Daun Daun-Gillenfeld Dausenau Dautmergen DautphetaL Dautphetal Dauwelshausen Daxweiler Dechow Dedeleben Dedelstorf-Allersehl Deersheim Deesen Deggemdorf Deggendorf Deggenhausertal Deggenhausertal-Urnau Deggingen Deidesheim Deilingen Deimberg Deining Deiningen Deinste Deisenhofen Deisslingen-Lauffen Deizisau Deißlingen Delbrück Delingsdorf Delitzsch Dellfeld Delligsen Dellstedt Delmenhorst Delve Demen Demitz-Thumitz Demling-Großmehring Demmin Denkendorf Denklingen-Landsberg Denkte Densdorf Denstorf Dentlein Denzlingen Derben Derenburg Derental Dermbach Dernbach Dersau Derschen Dersekow Dersum Dertingen Dessau Dessau-Roßlau Dessau-Waldersee Dessau_Roßlau Dessow Detern Detmold Detmold- Detmold-Berlebeck Detmold-Hornoldendorf Dettelbach Dettelbach/Bibergau Dettenhausen Dettenheim Dettenheim-Liedolsheim Dettenheim/ Dettighofen Dettighofen-Baltersweil Dettingen Dettingen/Erms Dettmannsdorf Deuben Deuerling Deuselbach Deutsch Deutscheinsiedel Deutschland Deutschland-Hirschberg Deutschneudorf Dexheim Deyelsdorf Dhronecken Dickesbach Didderse Diebach Dieblich Dieburg Diedersdorf Diedesfeld Diedorf Diedorf-Lettenbach Diedrichshagen Diehsa Diekhof Diekholzen Diekusen-Fahrstedt Dielheim Dielmissen Diemelsee Diemelstadt Diemelstadt-Wrexen Diepenau Diepholz Diera-Zehren Dierbach Dierdorf Dierhagen Dierscheid Diesdorf Dieskau Diespeck Diessen Dietenheim Dietersburg Dietersheim Dieterskirchen Dietfurt Dietingen Dietmannsried Dietrichingen Dietzenbach Dietzhausen Dietzhölztal Dietzhölztal-Ewersbach Dietzhölztal-Rittershausen Diez Dießen Dill Dillenburg Dillenburg-Donsbach Dillenburg-Niederscheld Dillendorf Dillhausen Dillingen Dillingen/ Dillingen/Saar Dimbach Dingden Dingelstedt Dingelstädt Dingen Dingolfing Dinkelsbühl Dinkelscherben Dinklage Dinslaken Dintenhofen Dippach Dippmannsdorf Dippoldiswalde Dirmstein Dischingen Dissen Dissenchen Ditfurt Ditscheid Dittelbrunn Dittelsheim-Hessloch Dittelsheim-Heßloch Dittenheim Dittmannsdorf Ditzingen Ditzingen-Heimerdingen Ditzingen-Schöckingen Divitz-Spoldershagen Dobbeln Dobbertin Dobbin-Linstow Dobel Doberlug-Kirchhain Doberschau-Gaußig Doberschütz Dockweiler Dogern Dohma Dohna Dohren Dolgesheim Dollbergen Dollenchen Dollendorf Dollerup Dollnstein Dombühl Domersleben Dommitzsch Domsdorf Donaueschingen Donaustauf Donauwörth Donnersdorf Donsieders Donzdorf Dorf Dorfen Dorfhain Dorfprozelten Dormagen Dormagen-Rheinfeld Dorn-Dürkheim Dornburg Dornburg-Camburg Dornburg-Wilsenroth Dorndorf Dorndorf-Steudnitz Dornhan Dornhan-Marschalkenzimmern Dornstadt Dornstetten Dornstetten-Aach Dornum Dornumersil Dorsheim Dorstadt Dorsten Dorsten-Rhade Dortmund Dortmund-Bittermark Dortmund-Lütgendortmund Dortmund-Mitte Dotternhausen Drage Dragun Drais Drangstedt Dransfeld Dranske Drebach Drebkau Dreetz Drei Dreieich Dreieich-Dreieichenhain Dreieichenhain Dreifelden Dreiheide Dreikirchen Dreis-Brück Dreisen Drelsdorf Drensteinfurt Drensteinfurt-Walstedde Dreschvitz Dresden Drestedt Drewin Dreye Drieberg Driedorf Drispeth Drochtersen Drolshagen Droschka Droyßig Ducherow Duchroth Dudeldorf Dudenhofen Duderstadt Dudweiler Dudweiler-Herrensohr Duggendorf Duingen Duisburg Duisburg-Baerl Duisburg-Hochheide Dummerdorf Dummersdorf Dummerstorf Dungelbeck Dunningen Dunsum Dunum Dunzweiler Durmersheim Durmserheim Dutzow Dußlingen Dägeling Dähre-Bonese Dämelow Dänischenhagen Dänkritz Döbbersen Döbeln Döbern Döhlau Dölbau Döllstädt Dömitz Dörentrup Dörfles-Esbach Dörnberg Dörnitz Dörpen Dörpling Dörpstedt Dörpum Dörrenbach Dörscheid Dörth Dörverden/ Dörzbach Dötlingen Dülken Dülmen Dülmen-Buldern Dümmer Dümpelfeld Düngenheim Dünsen Dürbheim Düren Düren-Arnoldsweiler Düren-Birkesdorf Düren-Hoven Düren-Merken Dürmentingen Dürrenberg Dürrlauingen Dürrröhrsdorf-Dittersbach Dürrwangen Düsseldorf Düsseldorf-Flehe Düsseldorf-Hubbelrath Düsseldorf-Oberkassel Düsseldorf-Unterbach Düsseldorf-Wersten Düsseldorf-Wittlaer Düvier EICH EUPEN Ebelsbach Ebenhausen Ebensfeld Ebenweiler Eberbach Eberdingen Eberdingen-Nussdorf Eberfing Ebergötzen Eberhardzell Ebern Ebersbach Ebersbach- Ebersbach-Neugersdorf Ebersberg Ebersdorf Ebersried Ebersried/ Eberstadt Eberswalde Ebertshausen Ebertsheim Ebhausen Ebingen Ebrach Ebringen Ebsdorfergrund Ebstorf Echem Eching Echzell Echzell-Bingenheim Eckardroth Eckardtshausen Eckartsberga Eckelsheim Eckenroth Eckental Eckental-Eckenhaid Eckernförde Eckersdorf Eckersweiler Eckhorst Ecklak Eddelak Edemissen Edemissen-OT Edenkoben Edermünde Edermünde-Besse Edersleben Edertal Edertal-Kleinern Edesheim Edewecht Edger-Eller Ediger Ediger-Eller Edingen-Neckarhausen Edling Effeltrich Efringen-Kirchen Egeln Egelsbach Egenhausen Egenhofen Egestorf Eggebek Eggenfelden Eggenstedt Eggenstein Eggenstein-Leopoldshafen Eggenthal Eggersdorf Eggesin Eggingen Egglham Egglkofen Eggolsheim Eggstedt Eggstätt Eging Eglharting Egloffstein Eglofs Egmating Egweil Ehekirchen Ehekirchen-Weidorf Ehingen Ehlenz Ehlershausen Ehlscheid Ehningen Ehra Ehra-Lessien Ehrenkirchen Ehringshausen Ehringshausen-Daubhausen Ehringshausen-Katzenfurt Eibach Eibau Eibau-Neueibau Eibelstadt Eibenstock Eibenstock-Wildenthal Eich Eichberg Eichelhardt Eichenau Eichenbarleben Eichenberg Eichenbühl Eichendorf Eichenwalde Eichenzell Eichigt Eichstedt Eichstetten Eichstätt Eichwalde Eickendorf Eicklingen Eigeltingen Eilenburg Eilenstedt Eilsdorf Eilsleben Eime Eimeldingen Eimen Eimke Einbeck Einbeck-Greene Einbeck-Kreiensen Einbeck-Salzderhelden Einhausen Einselthum Einöllen Eiselfing Eisenach Eisenbach Eisenberg Eisenberg-Steinborn Eisenheim Eisenhüttenstadt Eisfeld Eisingen Eisleben Eislingen Eislingen/Fils Eiterfeld Eitorf Eitting Eixen Ekenis Elbe Elbe-Parey Elbe-Parey-Parey Elben Elbeu Elbingerode Elbtal Elbtal-Dorchheim Elchesheim-Illingen Elchingen Eldena Eldingen Elfershausen Elisenau Elkenroth Elleben Ellefeld Ellenz-Poltersdorf Ellerau Ellerbek Ellerhoop Ellern Ellgau Ellhofen Ellingen Ellingstedt Ellrich Ellwangen Elm Elmenhorst Elmenhorst-Kreis Elmenhorst/Lichtenhagen Elmshausen Elmshorn Elmstein Elpenrod Elpersbüttel Elscheid Elsdorf Elsdorf-Westermühlen Elsfleth Elsfleth-Moorriem Elskop Elsteraue Elsterberg Elsterheide Elsterwerda Elstheide Elstra Elterlein Eltmann Eltville Elverdissen Elversberg Elxleben Elz Elzach Elze Embsen Emden Emerkingen Emersacker Emkendorf Emlichheim Emlichheim/Grafschaft Emmelsbüll-Horsbüll Emmelshausen Emmendingen Emmendorf Emmenhausen Emmeningen Emmerich Emmerich-Elten Emmerich-Hüthum Emmering Emmerke Emmerthal Emmerting Emmerzhausen Emmingen Emmingen-Liptingen Empfingen Emsbüren Emsdetten Emseloh Emstek Endingen Endschütz Enge-Sande Engelbrechtsche Engelmannsreuth Engelsberg Engelsbrand Engelsbrand-Grunbach Engelsbrand-Salmbach Engelskirchen Engelthal Engen Enger Enger-Bustedt Engersen Engstingen Engstlatt Eningen Enkenbach Enkenbach-Alsenborn Enkirch Ennepetal Ennetach Ennigerloh Ensdorf Ense Ense-Bremen Ensheim Enspel Enzen Enzklösterle Epenwöhrden Epfach Epfach-Denklingen Epfenbach Epfendorf Eppelborn Eppelheim Eppenberg Eppenbrunn Eppendorf Eppenrod Eppertshausen Eppingen Eppingen-Rohrbach Eppishausen Eppstein Eppstein-Niederjosbach Erbach Erbach-Eltville Erbendorf Erbes-Büdesheim Erdeborn Erdesbach Erding Erdmannhausen Erdorf Erdweg Eresing Erfde Erftstadt Erftstadt-Friesheim Erftstadt-Gymnich Erftstadt-Köttingen Erftstadt-Lechenich Erfurt Erfurt-Büßleben Erfweiler Ergolding Ergoldsbach Erharting Ering Eriskirch Erkelenz Erkenbrechtsweiler Erkheim Erklenz Erkner Erkrath Erlabrunn Erlangen Erlangen-Tennenlohe Erlau Erlbach Erlenbach Erlenbach-Streit Erlenmoos Erlensee Erligheim Erlingen Ermsleben Erndtebrück Ernsgaden Erolzheim Erpel Erpolzheim Erwitte Erxleben Erzhausen Esch Esch/Auweiler Eschach Eschach-Holzhausen Eschau Eschau-Hobbach Eschborn Eschdorf Escheburg Eschede Eschelbronn Eschenbach Eschenburg Eschershausen Eschlkam Eschneburg Eschwege Eschweiler Eschweiler/Rhld. Esens Esgrus Eslarn Eslohe Espelkamp Espenau Essel Esselborn Essen Essen-Bredeney Essen-Rüttenscheid Essenbach Essenheim Essenrode Essingen Esslingen Estedt Estenfeld Esterwegen Estorf Etschberg Ettenheim Ettenheim-Ettenheimweiler Etting Ettlingen Ettringen Etzbach Etzelwang Eulenbis Eurasburg Euskirchen Euskirchen-Stotzheim Eutin Eutingen Eußenheim Eußerthal Eversen Eversmeer Everswinkel Evessen Extertal Eydelstedt Eyendorf Eystrup Eßweiler Fahrdorf Fahren Fahrenbach Fahrenzhausen Faid Falkenberg Falkenberg/ Falkenberg/Elster Falkenfels Falkenhain Falkenrehde Falkensee Falkenstein Falkenstein-Vogtland Falkenstein/Harz Falkenstein/Vogtland Farchant Fargau Farnstädt Farschweiler Farsleben Farven Faulenhorst Faßberg Fehmarn Fehrbellin Feilitzsch Feldafing Feldatal Feldberg Feldberg-Falkau Feldberger Feldkirchen Feldkirchen-Westerham Felixsee Fellbach Fellen Fellheim Felsberg Ferchland Ferdinandshof Fernwald Fernwald-Steinbach Ferschweiler Feucht Feuchtwangen Feusdorf Fichtelberg Fichtenau Fichtenau-Unterdeufstetten Fichtenberg Fichtenwalde Fichtwald Filderstadt Filsen Filsum Fincken Finkenbach-Gersweiler Finne Finnentrop Finning Finsing Finsterbergen Finsterwalde Fintel Firrel Fischach Fischbach Fischbachau Fischbachtal Fischen Fischerbach Fischerhude-Quelkhorn Fischingen Fitzen Flacht Fladungen Flammersfeld Flechtingen Fleckeby Flein Flemlingen Flenbsburg Flensburg Flensburg/Krusau Fleringen Flessenow Flieden Flieth-Stegelitz Flintbek Flintsbach Floh Floh-Seligenthal Flomborn Flonheim Florstadt Florstadt-Stammheim Floss Floß Fluorn-Winzeln Fluterschen Flußbach Flöha Flörsbachtal Flörsbachtal-Lohrhaupten Flörsheim Flörsheim-Dalsheim Fockbek Fohren-Linden Font Forbach Forchheim Forchtenberg Forheim Forst Forst/Lausitz Forstinning Fouquettin Framersheim Frammersbach Frankelbach Frankenau Frankenbach Frankenberg Frankenberg/ Frankenberg/Eder Frankenberg/Sa. Frankenblick Frankendorf Frankeneck Frankenhain Frankenhardt Frankenheim Frankenstein Frankenthal Frankenthal-Eppstein Frankfurt Frankfurt-Nied Frankleben Frankreich-Schoeneck Frankweiler Franzburg Frauenberg Frauenneuharting Frauensee Frauenstein Frauenwald Fraureuth Frechen Frechen- Frechen-Königsdorf Freckenfeld Freden Fredenbeck Fredersdorf Fredersdorf-Vogelsdorf Fredesdorf Frei-Laubersheim Freiberg Freiburg Freiburg-St. Freidorf Freienbrink Freiensteinau Freienwill Freigericht Freihalden Freihung Freilassing Freilingen Freimersheim Freinsheim Freisen Freising Freistett Freital Freital-Pesterwitz Frellstedt Fremdingen Freren Fresendorf Frestedt Freudenberg Freudenberg-Rauenberg Freudenburg Freudenstadt Freudental Freyburg Freystadt Freyung Frickenhausen Frickenhausen-Linsenhofen Frickhofen Frickingen Fridingen Fridolfing Friedberg Friedeburg Friedelhausen Friedelsheim Friedenweiler Friedewald Frieding Friedland Friedrichroda Friedrichsdorf Friedrichshafen Friedrichshof Friedrichshofen Friedrichsholm Friedrichskoog Friedrichskoog-Spitze Friedrichsruhe Friedrichstadt Friedrichsthal Frielendorf Friesack Friesenhagen Friesenheim Friesenhofen Friesoythe Friolzheim Frittlingen Fritzlar Frohburg Frohnau Frohnhofen Frohnlach Fronhausen Frontenhausen Frose Frst Fränkisch-Crumbach Fröndenberg Fröndenberg/Ruhr Fröttstädt Fuchsstadt Fuchstal Fuerstenfeldbruck Fuhlendorf Fuhlendorf-Bodstedt Fulda Fuldabrück Fuldatal Fuldatal-Simmershausen Furth Furtwangen Fußgönheim Fußgönnheim Föckelberg Föhren Förderstedt Förste/Ostrode Fünfseen Fünfstetten Fürstenau Fürstenberg Fürstenberg-Lichtenfels Fürstenberg/Havel Fürstenfeldbruck Fürstenwalde Fürstenwalde/Spree Fürstenwerder Fürstenzell Fürstenzell-Engertsham Fürth Fürth-Stadeln Füssen GM-Hütte Gaberndorf Gablenz Gablingen Gabsen Gachenbach Gackenbach Gadebusch Gadeland Gager Gaggenau Gaggenau-Ottenau Gaiberg Gaienhofen Gaildorf Gailingen Gaimersheim Galenbeck Gallentin Gallin-Kuppentin Gallinchen Gallmersgarten Galmsbüll Gammelin Gammelsdorf Gammelshausen Gammertingen Gammertingen-Neufra Ganderkesee Gangelt Gangelt-Birgden Gangelt-Schierwaldenrath Gangkofen Ganzig Garbsen Garbsen-Altgarbsen Garbsen-Horst Garbsen-Osterwald Garching Gardelegen Garding Garlstorf Garmisch-Partenkirchen Garrching Garrel Garrel-Beverbruch Gars Garstedt Gartow Garz Garz/Golm Gatersleben Gattendorf Gau Gau-Algesheim Gau-Bickelheim Gau-Bischofsheim Gau-Odernheim Gauern Gaugrehweiler Gaukönigshofen Gauting Gauting-Stockdorf Gebehofen Gebhardshain Gebroth Gechingen Gedern Geeste Geesthacht Geestland Geestland-Elmlohe Geestland-Langen Gefell Gefrees Gehlberg Gehrde Gehrden Gehrweiler Geich Geichlingen Geiersthal Geilenkirchen Geilenkirchen-Stadt Geilnau Geinsheim Geisa Geiselbach Geiselhöring Geiselwind Geisenfeld Geisenhausen Geisenheim Geisfeld Geisig Geising Geisingen Geislingen Geislingen-Aufhausen Geislingen-Erlaheim Geithain Geithain-Wickershain Gelbensande Geldern Gelhnausen Gellershausen Gelnhausen Gelnhausen-Hailer Gelnhausen-Höchst Gelnhausen-Meerholz Gelsenkirchen Gelsenkirchen-Buer Geltendorf Gelting Gemeinde Gemmingen Gemmingen-Stebbach Gemmrigheim Gemünd Gemünden Genderkingen Gengenbach Genhodder Gensingen Genthin Georgenberg Georgenthal Georgsdorf Georgsmarienhütte Gera Gera-Langenberg Gera-Wolfsgefärth Geraberg Gerabronn Gerach Gerbach Gerbershausen Gerbstedt Geretsried Gerichshain Geringswalde Gerlingen Germaringen Germaringen-Obergermaringen Germering Germering/Unterpfaffenhofen Germersheim Germersheim-Sondernheim Gernrode Gernsbach Gernsbach-Hilpertsau Gernsheim Geroldsgrün Gerolsbach Gerolsheim Gerolstein Gerolstein-Oos Gerolzhofen Gersdorf Gersfeld Gersheim Gerstetten Gerstetten-Heuchlingen Gersthofen Gerstungen Gerswalde Gerwisch Gerzen Geschendorf Gescher Gescher-Hochmoor Geschwenda Gesees Geseke Geseke-Eringerfeld Gessertshausen Gestratz Gettorf Gevelsberg Gevenich Gevensleben Geversdorf Gexberg Geyer Gieboldehausen Giekau Gielde Gielert Gielow Giengen Giersleben Giesen Gießen Gießen-Rödgen Gießübel Gifhorn Gifhorn-Wilsche Gifhorn/Kästorf Gilching Gildehaus Gillenfeld Gilserberg Gimbsheim Gimbweiler Gingen Gingst Ginsheim-Gustavsburg Ginsweiler Girkenroth Gladbach Gladbeck Gladbeck-Zweckel Gladenbach Glaisin Glan-Münchweiler Glandorf Glasau Glashuetten Glashütte Glashütte-Johnsbach Glashütte-Niederfrauendorf Glashütten Glashütten-Oberems Glattbach Glatten Glauburg Glauchau Gleichen Gleina Gleisweiler Gleiszellen-Gleishorbach Gletzow Glewitz Glienicke Glienicke- Glienicke-Nordbahn Glienicke/Nordbahn Glinde Glindenberg Glonn Glottertal Glowe Glücksburg Glückstadt Gmund Gnarrenburg Gnissau Gnoien Gnutz Goch Goch-Hassum Gochsheim Godelhausen Goe. Gohrisch Gokels Golchen Goldbach Goldbeck Goldberg Goldelund Goldenstedt Goldkronach Gollenberg Gollmenz Goltoft Golzow Golßen Gomadingen-Wasserstetten Gomaringen Gommern Gommersheim Gonbach Gondelsheim Gondenbrett Gondershausen Gonna Gonzerath Goosefeld Gorden-Staupitz Gorleben Gornau Gornsdorf Gorsleben Gortz Gorxheimertal Gosda Gose Gosheim Goslar Goslar-Immenrode Goslar-Jerstedt Goslar-Oker Goslar-Wiedelah Goslar/Lengde Gossersweiler-Stein Gotha Gottenheim Gottesgabe Gotteszell Gotthun Gottmadingen Gottmadingen-BIETINGEN Graal-Müritz Grabau Graben Graben-Neudorf Grabenstetten Grabow Grabowhöfe Grafenau Grafenberg Grafengehaig Grafenhausen Grafenrheinfeld Grafhorst Grafing Grafling Grafrath Grafschaft Grainau Grambow Grammelow Grammentin Grammetal Gramzow Grande Gransebieth Gransee Granzin Grapzow Grasberg Grasbrunn Grasellenbach Grasellenbach-Hammelbach Grasellenbach-Wahlen Grasleben Grassau Grauel Grauting Grebenau Grebenhain Grebenstein Grebin Greding Grefrath Grefrath-Oedt Greifenberg Greifenstein Greifenstein-Ulm Greifswald Greimerath Greimersburg Greiz Gremersdorf Grenderich Grenzach- Grenzach-Wyhlen Gresse Grettstadt Greven Grevenbroich Grevenbroich-Gustorf Grevenbroich-Hemmerden Grevenkop Grevesmühlen Grevesmühlen/Büttlingen Gribbohm Grieben Griebenow Gries Griesheim Griesingen Griesstätt Grimburg Grimma Grimmen Grobengereuth Groitzsch Gronau Gronau-Epe Grossefehn Grosselfingen Grossenstein Grossinzemoos Grosslittgen Groß Groß-Bieberau Groß-Gerau Groß-Gerau/ Groß-Gerau/Berkach Groß-Rohrheim Groß-Umstadt Groß-Zimmern GroßRosenburg Großaitingen Großalmerode Großbadegast Großbartloff Großbeeren Großbettlingen Großbothen Großbottwar Großbreitenbach Großbundenbach Großderschau Großdubrau Großdöbschütz Großefehn Großenaspe Großenbrode Großeneder Großenehrich Großengottern Großenhain Großenhof Großenkneten Großenlüder Großenlüder-Bimbach Großenrade Großensee Großenstein Großenwiehe Großerlach Großerlach-Liemersbach Großerlach-Schönbronn Großhabersdorf Großhansdorf Großharrie Großharthau Großharthau-Seeligstadt Großheide Großheirath Großhennersdorf Großheubach Großholbach Großkarlbach Großkayna Großkoschen Großkrotzenburg Großkugel Großkühnau Großlittgen Großlohra Großmaischeid Großmehring Großmühlingen Großnaundorf Großneuhausen Großniedesheim Großolbersdorf Großostheim Großostheim-OT Großostheim-Wenigumstadt Großpaschleben Großpostwitz Großpösna Großpösna-Güldengossa Großrosseln Großrosseln-Emmersweiler Großrosseln-St. Großräschen Großröhrsdorf Großrössen Großschirma Großschwabhausen Großschweidnitz Großschönau Großsolt Großsteinberg Großthiemig Großtreben Großvargula Großwallstadt Großweil Großwoltersdorf Großzschocher Großzössen Grub Grube Grubnow Gruibingen Grumbach Grundhof Grundshagen Gräfelfing Gräfenberg Gräfendorf Gräfenhain Gräfenhainichen Gräfenhausen(Birkenfeld) Gräfenthal Gräfentonna Grävenwiesbach Grävenwiesbach-Heinzenberg Gröbenzell Gröden Gröditz Grömbach Grömitz Gröningen Grönwohld Grüna Grünbach Grünberg Gründau Grünebach Grüneberg Grünenbach Grünewald Grünhain-Beierfeld Grünhainichen Grünheide Grünkraut Grünow Grünsfeld Grünstadt Grünstadt-Sausenheim Grünthal Grünwald Gschwend Gschwend-Mittelbronn Gstadt Guben Gudendorf Gudensberg Gudow Guldental Gummersbach Gummersbach-Derschlag Gumperda Gumtow Gundelfingen Gundelsheim Gundersweiler Gunningen Guntersblum Gunzenhausen Gusborn Gusow-Platkow Gustow Gutenacker Gutenberg Gutengermendorf Gutenzell Gutenzell-Hürbel Gutmadingen Guttenberg Gutweiler Guxhagen Gyhum Gädheim Gägelow Gärtringen Gäufelden Göda Göggingen Göhrde-Schmardau Göhren Göhren-Lebbin Göllheim Göllin Gönnersdorf Gönnheim Göpfersdorf Göppingen Görgeshausen Görisried Görkwitz Görlitz Görlitz/ Görsbach Görwihl Görzke Gösenroth Gössnitz Göttelborn Göttingen Gößnitz Gößweinstein Güglingen Güglingen-Eibensbach Güllesheim Gülze Gülzow Gülzow-Prützen Gülzow-Prüzen Günstedt Güntersen Güntersleben Günthersbühl Günz Günzburg Güsen Güssefeld Güsten Güster Güstrow Gütenbach Gütersloh Gützkow HAMBURG HERNE-SODINGEN HEUSWEILER Haag Haag/Amper Haan Haan-West Haar Haarbach Habenhausen Habichtswald Hachenburg Hackenheim Hadamar Hademstorf Haferungen Hage Hagen Hagen-Dahl Hagen/Lohme Hagenbach Hagenburg Hagenbüchach Hagenheim Hagenow Hagermarsch Hagnau Hahausen Hahn Hahnenklee-Bockswiese Hahnheim Hahnstätten Hahnweiler Haibach Haidmühle Haiger Haiger-Flammersbach Haiger-Langenaubach Haigerloch Haigerloch-Trillfingen Haigerloch-Weildorf Haimendorf Haimhausen Haimhausen-Oberndorf Haiming Haina Hainau Hainburg Hainewalde Hainfeld Hainichen Hainsfarth Haiterbach Haiterbach-Oberschwandorf Hakenstedt Halbe Halbemond Halberstadt Halblech Haldensleben Haldenwang Halen Halenbeck-Rohlsdorf Halfing Hallbergmoos Halle Halle-Blumenau Halle-Dautzsch Halle-Dölau Halle-Frohe Halle-Hunzen Halle-Reideburg Halle/S. Halle/West. Hallenberg Hallerndorf Hallig Hallstadt Halsbrücke Halstenbek Haltern Haltingen Halver Hambach Hambergen Hambrücken Hamburg Hamburg-Bergedorf Hamburg-Bergstedt Hamburg-Duvenstedt Hamburg-Heimfeld Hamburg-Iserbrook Hamburg-Klein Hamburg-Marienthal Hamburg-Marmstorf Hamburg-Niendorf Hamburg-Poppenbüttel Hamburg-Rahlstedt Hamburg-Schnelsen Hamburg-Stellingen Hamburg-Wilstorf Hamburg/Nienstedten Hambühren Hamdorf Hamel Hameln Hameln-Halvestorf Hameon Hamfelde Hamlen Hamm Hammah Hammelbach Hammelburg Hammelburg-Untererthal Hammelburg-Westheim Hammerbrücke Hammersbach Hamminkeln Hamminkeln-Brünen Hamweddel Hanau Hanau-Grossauheim Hanau-Steinheim Handeloh Handewitt Hanerau Hanerau-Hademarschen Hangeweiher Hanhofen Hankensbüttel Hann. Hann.-Münden Hannover Hannover-Bothfeld Hannover-Mühlenberg Hannover-Oststadt Hannover-Waldhausen Hannover-Wettbergen Hannoversch Hanroth Hansestadt Hanshagen Hanstedt Hanstorf Happurg Harburg Hardebek Hardegsen Hardthausen Haren Hargesheim Harmsdorf Harmstorf Harpstedt Harra Harras Harrislee Harschbach Harsefeld Harsewinkel Harsleben Harsum Hartau Hartenfels Hartenholm Hartenstein Hartha Harthausen Hartheim Hartkirchen Hartmannsdorf-Reichenau Harxbüttel Harxheim Harz Harzgerode Harzgerode/ Harztor Hasbergen Hasborn Hasel Haselau Haselbach Haselbachtal Haseldorf Haselünne Haselünne-Bückelte Hasenkrug Hasenmoor Haslach Hasloh Hassel Hasselberg Hasselfelde Hasselroth Hassendorf Haste Hastenrath Hatten Hatten-Sandkrug Hattenhofen Hattersheim Hattersheim-Eddersheim Hattersheim-Okriftel Hattert Hattingen Hattorf Hattstedt Hattstedtermarsch Hatzenbühl Hatzenport Hatzfeld Hatzfeld- Hatzum Hauenstein Haundorf Hauneck Haunetal Haunstetten Hauptstuhl Hausach Hausbay Hausen Hausham Hauteroda Hauzenberg Havelberg Havelsee Haverlah Havetoft Havetoftloit Havixbeck Hayingen Hayingen-Münzdorf Haßbergen Haßfurt Haßloch Haßmersheim Hebertshausen Hechingen Hechingen-Sickingen Hechingen-Weilheim Hechthausen Hecklingen Heddert Heddesbach Heddesheim Hedeper Heede Heek Heemsen Heere Heeslingen Heeslingen-Boitzen Heeßen Hefersweiler Hehlen Heide Heideck Heidekamp Heidelberg Heidelberg-Ziegelhausen Heidelberg/Schlierbach Heidelshem Heiden Heidenau Heidenburg Heidenheim Heidenhem Heidenrod Heidenrod-Huppert Heidenrod-Watzelhain Heidesee Heidesheim Heidesheim/Obrigheim Heidgraben Heidmühlen Heigenbrücken Heikendorf Heilberscheid Heilbronn Heilbronn-Biberach Heilenbach Heiligenberg Heiligendorf Heiligengrabe Heiligenhafen Heiligenhagen Heiligenhaus Heiligensee Heiligenstadt Heiligenstedten Heiligenstedtenerkamp Heiligkreuzsteinach Heilsbronn Heimbach Heimbach-Hausen Heimbach-Vlatten Heimbach-Zentralort Heimbuchenthal Heimburg Heimenkirch Heimertingen Heimsheim Heimweiler Heinade Heinbockel Heinersreuth Heiningen Heinrichsort Heinrichswalde Heinsberg Heinsberg-Aphoven Heinsberg-Dremmen Heinsberg-Kempen Heinsberg-Oberbruch Heinsberg-Unterbruch Heinsberg-Waldenrath Heinzenberg Heinzenhausen Heist Heitersheim Helbedündorf Helbra Heldburg Heldenstein Heldrungen Helferskirchen Helgoland Hellenhahn-Schellenberg Hellenthal Hellenthal-Miescheid Hellertshausen Hellingen Hellwege Helmbrechts Helmstadt-Bargen Helmstedt Helsa Helsa-Eschenstruth Heltersberg Helvesiek Hemau Hemer Hemeringen Hemhofen Hemmendorf Hemmenhofen Hemmersheim Hemmingen Hemmingen-Arnum Hemmingen-Westerfeld Hemmingstedt Hemmoor Hemsbach Hemsbünde Hemslingen Henau Henfenfeld Hengersberg Henneberg Hennef Hennef-Heisterschoß Hennef-Kurscheid Hennef-Uckerath Hennigsdorf Hennstedt Hennweiler Henstedt Henstedt-Ulzburg Hentern Hepberg Heppenheim Hepstedt Herbertingen Herbitzheim Herbolzheim Herborn Herborn-Seelbach Herbrechtingen Herbrechtingen-Bolheim Herbstein Herdecke Herdorf Herdwangen-Schönach Herford Herforst Hergershausen Hergisdorf Heringen Heringhausen Heringsdorf Herl Herleshausen Hermannsburg Hermersberg Hermeskeil Hermsdorf Hermsdorf-Seyde Herne Herne-Wanne Herold Heroldsbach Heroldsberg Heroldstatt Heroldstatt-Ennabeuren Herren-Sulzbach Herrenberg Herrieden Herrischried Herrnburg Herrngiersdorf Herrnhut Herrsching Hersbruck Herschbach Herschberg Herschbroich Herschdorf Herscheid Herschweiler-Pettersheim Hersruck Herten Herxheim Herxheim-Hayna Herxheimweyher Herzberg Herzberg/Elster Herzebrock Herzebrock-Clarholz Herzfelde Herzhorn Herzlake Herzogenaurach Herzogenrath Herzogenrath-Kohlscheid Herzogentum Hesel Hespe Hespert-Reichshof Hessen Hesseneck Hessheim Hessisch Hestedt Hetlingen Hettenleidelheim Hettenshausen Hettersheim Hettingen Hettstedt Heubach Heuchelheim Heuchelheim-Klingen Heuchlingen Heuderber Heuerßen Heukewalde Heumaden Heusenstamm Heusweiler Heyerode Heyrothsberge Heßheim Hiddenhausen Hiddensee Hilchenbacg Hilchenbach Hildburghausen Hilden Hilders Hildesheim Hildesheim-Moritzberg Hildesheim-Neuhof Hildesheim-Ochtersum Hildesheim-West Hilgermissen Hilgert Hilgertshausen Hilgesdorf Hille Hillensberg Hillerse Hillersleben Hillesheim Hillscheid Hilpoltstein Hilst Hilter Hilzingen Himbergen Himmelkron Himmelpforten Himmighofen Hindorf Hinsdorf Hinte Hinterhermsdorf Hintermeilingen Hinterschmiding Hintersee Hinterweidenthal Hinterzarten Hinzert-Pölert Hinzweiler Hirrlingen Hirschaid Hirschau Hirschbach Hirschberg Hirschfeld Hirschfelde Hirschhorn Hirschthal Hirten Hirzenhain Hittbergen Hitzacker Hitzhofen Hobeck Hochborn Hochdonn Hochdorf Hochdorf-Assenheim Hochheim Hochheim-Massenheim Hochkirch Hochscheid Hochspeyer Hochstadt Hochstetten-Dhaun Hochstätten Hochtaunuskreis Hockenheim Hockweiler Hodenhagen Hodorf Hof Hofbieber Hofen Hoffeld Hofgeismar Hofheim Hofheim-Diedenbergen Hofkirchen Hohberg Hohe Hohen Hohenahr Hohenahr-Erda Hohenaspe Hohenau Hohenberg Hohenbocka Hohenbollentin Hohenbrunn Hohenbrunn-Riemerling Hohendodeleben Hohendorf Hohendubrau Hohenfelde Hohenfels Hohenfels-Esingen Hohenfels-Essingen Hohenfinow Hohenfurch Hohenhameln Hohenhenningen Hohenkirchen Hohenleuben Hohenlinden Hohenlockstedt Hohenmocker Hohenmölsen Hohenpeißenberg Hohenprießnitz Hohenroda Hohenroth Hohensaaten Hohenselchow Hohenstadt Hohenstein Hohenstein- Hohenstein-Ernstthal Hohenstein-Meidelstetten Hohentengen Hohentengen-Günzkofen Hohenthann Hohenwart Hohenwestedt Hohenwutzen Hohenöllen Hohewisch Hohn Hohndorf Hohne Hohnstein Hohnstorf Hohwacht Hoisdorf Hoitlingen Holdenstedt Holdorf Holenberg Holle Holle-Sottrum Holleben Hollenbek Hollendorf Hollenstedt Holler Hollern-Twielenfleth Hollfeld Hollingstedt Hollnseth Hollstadt Holste Holsthum Holt Holtgast Holtland Holtsee Holungen Holzappel Holzbach Holzdorf Holzen Holzerode Holzgerlingen Holzgünz Holzhausen Holzheim Holzkirch Holzkirchen Holzmaden Holzminden Holzwickede Homberg Homburg Homburg-Einöd Homburg-Kirrberg Honburg Honzrath Hoof Hoogstede Hoort Hopfen Hoppegarten Hoppstädten Hoppstädten-Weiersba Hoppstädten-Weiersbach Hopsten Horath Horb Horb-Altheim Horb-Isenburg Horb-Mühlen Horb-Neckar Horb-Nordstetten Horbach Horgau Horgenzell Horhausen Horka Horn- Horn-Bad Hornbach Hornbek Hornberg Hornburg Horneburg Hornhausen Hornow Horrweiler Horst Horstedt Horstmar Hosena Hosenfeld Hoya Hoyerswerda Hoym Hoßkirch Huchenfeld Huckstorf Hude Huglfing Huisheim Hummelshain Hummeltal Hummetroth Humptrup Hundorf Hundsbach Hungen Hupperath Hurlach Hurth Husby Husum Hutthurm Hutzfeld Huy Häg-Ehrsberg Hägerfelde Hähnichen Härtensdorf Häsen Höbeck Höchen Höchenschwand Höchheim Höchst Höchstadt Höchstenbach Höchstädt Höckel Höckendorf Höfchen Höfen Höfer Högel Högersdorf Höhbeck Höheinöd Höheischweiler Höhenkirchen-Siegertsbrunn Höhenland Höhn Höhndorf Höhr Höhr-Grenzhausen Höltinghausen Hönningen Hönow Höpfigheim Höpfingen Hörden Hördt Hörgertshausen Hörnum Hörselberg-Hainich Hörsingen Hörstel Hörstel-Bevergern Hörstel-Riesenbeck Hörup Hörzhausen Hösbach Höslwang Hövelhof Höxter Höxter-Albaxen Höxter-Fürstenau Hübingen Hückelhoven Hückelhoven-Baal Hückelhoven-Brachelen Hückelhoven-Doveren Hückelhoven-Kleingladbach Hückelhoven-Ratheim Hückeswagen Hüde Hüffelsheim Hüffenhardt Hüffler Hüfingen Hühnstetten-Limbach Hülben Hüllerup Hüllhorst Hülsede Hümmerich Hünfeld Hünfelden Hünfelden-Kirberg Hünfelden-Mensfelden Hünfelden-Ohren Hünstetten Hünstetten-Görsroth Hünstetten-Wallrabenstein Hünxe Hüpstedt Hürtgenwald Hürtgenwald-Gey Hürtgenwald-Vossenack Hürth Hürth-Berrenrath Hürup Hütschenhausen Hüttblek Hüttenberg Hüttenberg-Reiskirchen Hüttenfeld Hüttenrode Hütterscheid Hüttisheim Hüttlingen Ibach Ibbenbüren Ichenhausen Icking Idar-Oberstein Idstein Idstein-Eschenhahn Iffeldorf Iffezheim Ifta Igensdorf Igersheim Iggingen Igling Ihlienworth Ihlow Ihlowerfehn Ihrlerstein Ilberstedt Ilbesheim Ilfeld Illerich Illertissen Illingen Illschwang Ilmenau Ilmenau-Manebach Ilmenau/Manebach Ilmmünster Ilmtal Ilmtal-Weinstraße Ilmünster Ilsede Ilsede- Ilsede-OT Ilsede-Oberg Ilsede-Ölsburg Ilsenburg Ilsfeld Ilshofen Ilvesheim Immendingen Immenhausen Immenstadt Immerath Impfingen Imsweiler Inchenhofen Inden Industristr Ingelfingen Ingelheim Ingendorf Ingersheim Ingersleben Ingolstadt Ingolstadt-Gerolfing Ingolstadt-Unterbrunnenreuth Innernzell Innernzell-Hilgenreith Inning Inningen Insel Insheim Inzell Inzigkofen Inzigkofen-Vilsingen Iphofen Irmtraut Irrel Irsch Isen Isenburg Isenbüttel Iserlohn Iserlohn-Hennen Isernhagen Ismaning Isny Isny/Allg. Ispringen Isselbach Isselburg Isselburg-Anholt Isselburg-Werth Issigau Issum Isterberg Itterbeck Ittlingen Itzehoe Itzgrund Itzstedt Iven Ivenack Ivenack-Weitendorf Ivenrode Jade Jade-Sehestedt Jagel Jagsthausen Jagstzell Jahnsdorf Jahnsdorf/Erzgebirge Jandelsbrunn Jardelund Jarmen Jatznick Jeckenbach Jembke Jemgum Jena Jengen Jerichow Jerichow-Brettin Jersbek Jersleben Jerxheim Jesberg Jesenwang-Pfaffenhofen Jesewitz Jessen Jessewitz Jessin Jesteburg Jestetten Jettenbach Jettingen Jettingen-Scheppach Jetzendorf Jevenstedt Jever Jeßnigk Jeßnitz Joachimsthal Jockgrim Johannesberg Johanngeorgenstadt Johanniskirchen Johnsbach Jonsdorf Jork Jossgrund Juist Julbach Juliusburg Jungingen Jävenitz Jördenstorf Jörl Jübar Jübek Jüchen Jüchen-Garzweiler Jüchen-Gierath Jüchen/ Jückelberg Jülich Jülich-Güsten Jülich-Koslar Jünkerath Jürgenshagen Jürgenstorf Jüterbog Jütrichau KAARST KAISERSESCH KAISERSESCH/NÄHE KEMBERG KETTERSHAUSEN KL-Siegelbach Kaaks Kaarst Kaarst-Büttgen Kabelsketal Kadenbach Kahl Kahla Kahrstedt Kaiser-Wilhelm-Koog Kaiserlautern Kaiserlsautern Kaisersesch Kaiserslautern Kaisheim Kakau Kakerbeck Kaköhl Kalbe Kalbsrieth Kalchreuth Kalefeld Kalenborn Kalkar Kalkar-Appeldorn Kalkhorst Kalkofen Kall Kall-Anstois Kall-Golbach Kalletal Kalletal-Tevenhausen Kallmünz Kalt Kaltenkirchen Kaltenlengsfeld Kaltennordheim Kaltensundheim Kaltenwestheim Kamen Kamen-Methler Kamen-Mitte Kamenz Kamern Kamin Kammeltal Kammerforst Kammerstein Kamminke Kamp-Bornhofen Kamp-Lintfort Kampen Kamsdorf Kandel Kandel-Minderslachen Kandern Kannawurf Kanp-Lintfort Kappel-Grafenhausen Kappeln Kappelrodeck Kapsweyer Karbach Karben Karby Kareth Karlsbad Karlsbad-Ittersbach Karlsbad-Langensteinbach Karlsdorf Karlsfeld Karlshagen Karlshausen Karlshuld Karlskron Karlsruhe Karlsruhe-Grötzingen Karlstadt-Gambach Karlstein Karlum Karow Karrenzin Karsbach Karslruhe Karstädt Karwitz Kasbach-Ohlenberg Kasel Kassel Kassel-Forstfeld Kastel Kastel-Staadt Kastellaun Kastl Kastorf Katlenburg-Lindau Kattenhorn Katzenelnbogen Katzow Katzweiler Katzwinkel Kaub Kaufbeuren Kaufering Kaufungen Kaulsdorf Kauxdorf Kayhude Kehl Kehl-Goldscheuer Kehnert Keitum Kelberg Kelbra Kelheim Kelkheim Kelkheim-Fischbach Kell Kellenbach Kellenhusen Kellinghusen Kellmünz Kelsterbach Keltern Kemberg Kemmern Kemnath Kemnath-Zwergau Kempen Kempen-St. Kempenich Kempten Kempten-Allgäu Kentzlin Kenz Kenzingen Kerken Kerken-Nieukerk Kernen Kerpe-Blatzheim Kerpen Kerpen-Blatzheim Kersbach Kerzenheim Kesselsdorf Kessin Kestert Ketsch Kettenheim Kettenkamp Kettershausen Kettig Ketzin Kevelaer Kevelaer-Winnekendonk Kicklingen Kiedrich Kieferselden Kiefersfelden Kiel Kienberg Kieritzsch Kierspe Kindelbrück Kindenheim Kinderbeuern Kindsbach Kinheim Kipfenberg Kippenheim Kirburg Kirch Kirchardt Kirchberg Kirchbrack Kirchdorf Kirchehrenbach Kirchen Kirchenlamitz Kirchenpingarten Kirchentellinsfurt Kirchenthumbach Kirchgellersen Kirchhain Kirchhain-Kleinseelheim Kirchham Kirchhausen Kirchheim Kirchheim-Hasberg Kirchheim/Neckar Kirchheimbolanden Kirchhundem Kirchlengern Kirchlinteln Kirchschönbach Kirchseelte Kirchseeon Kirchspiel Kirchtimke Kirchwald Kirchzarten Kirchzell Kirf Kirkel Kirkel-Altstadt Kirkel-Limbach Kirn Kirrweiler Kirschfurt Kirschroth Kirschweiler Kirtorf Kisdorf Kisselbach Kissenbrück Kissing Kittlitz Kitzingen Kitzscher Kißlegg Kl. Kladow Klamp Klanxbüll Klausdorf Klausen Kleeth Kleetzke Klein Klein-Gerau Kleinaitingen Kleinblittersdorf Kleinblittersdorf-Auersmacher Kleinblittersdorf-Bliesransbach Kleinbottwor Kleinbreitenbach Kleinburgwedel Kleindemsin Kleines Kleinfurra Kleinglattbach Kleinheubach Kleinich Kleinkmehlen Kleinlangheim Kleinleipisch Kleinliebringen Kleinmachnow Kleinmaischeid Kleinmühlingen Kleinopitz Kleinostheim Kleinsteinhausen Kleinwallstadt Kleinwolmsdorf Kleinzschachwitz Klettgau Klettwitz Kletzin Kleve Kleve-Donsbrüggen Kleve-Keeken Kleve-Materborn Klingenberg Klingenberg- Klingenbrunn Klingenmünster Klingenthal Klinken Klipphausen Klockenhagen Kloschwitz Kloster Klosterfelde Klosterlechfeld Klostermansfeld Kluis Kluse Kläden Klötze Klötze-Kusey Klüden Klüsserath Klütz Kneitlingen Knittlingen Knoop-Labach Knopp Knopp-Labach Knorrendorf Knöringen Knüllwald Kobern-Gondorf Koblenz Kobrow Kochel Kodersdorf Kohlberg Kohlscheid Kohren-Sahlis Kolbermoor Koldenbüttel Kolkwitz Kollig Kollmar Kollow Komptendorf Konken Konradsreuth Konstanz Konz Konz-Könen Konzell Kopp Koppatz Korbach Korlingen Kornelimünster Korntal-Münchingen Kornwestheim Korschenbroich Korswandt Kosel Koserow Kossa Kossau Kottenheim Kottmar Kottmarsdorf Kottweiler-Schwanden Koßdorf Krackow Kraftisried Kraftsdorf Kraiburg Kraichtal Kraichtal-Münzesheim Krailling Krakow Kranenburg Kranenburg-Frasselt Kranenburg-Mehr Kranenburg-Niel Kranenburg-Nütterden Kranenburg-Schottheide Kranenburg-Wyler Kranenburg-Zyfflich Kranichfeld Kranzberg Krastel Kratzeburg Krauchenwies Krauschwitz Krausnick Krautheim Krayenberggemeinde/Dorndorf Krebeck Krefeld Krefeld-Bockum Krefeld-Hüls Krefeld-Inrath Krefeld-Oppum Krefeld-Traar Krefeld-Verberg Kreiensen Kreimbach-Kaulbach Kreis Kreischa Kreischa-Gombsen Krembz Kremkau Kremmen Kremnitzaue Krempdorf Krempe Kremperheide Krems Kressbronn Krettnich Kreuth Kreuth-Oberhof Kreuth-Scharling Kreuzau Kreuzfeld Kreuztal Kreuzwertheim Krickenbach Kriebitzsch Kriebstein Kriegsfeld Krien Kriftel Krippehna Kritzmow Kritzow Krombach Kronach Kronau Kronberg Kronberg-OT Kronburg Kronprinzenkoog Kronsgaard Kronshagen Kropp Kroppach Kroppenstedt Krostitz Krostitz-Krensitz Krottelbach Kruckow Kruft Kruge Krumbach Krumbach-Edenhausen Krumbach-Niederraunau Krumhermersdorf Krummendeich Krummesse Krummhörn Krummhörn-Pewsum Krummhörn/Loquard Krummin Krummwisch Krumpa Krumstedt Krähenberg Kröpelin Kröppelshagen Kröslin Kröv Kröv-Kövenig Kublank Kubschütz Kuchelmiß Kuchen Kuddewörde Kuden Kuhardt Kuhfelde Kuhlen Kuhlhausen Kuhsdorf Kukuk Kulmain Kulmbach Kumhausen Kummer Kummerfeld Kupferberg Kupferzell Kuppenheim Kuppingen Kurort Kusel Kusey Kusterdingen Kutenholz Kutzenhausen-Agawang Kyffhäuserland Kyllburg Kyritz Käbschütztal Kägsdorf Käshofen Köditz Ködnitz Köfering Köhlen Köhn Köhra Kölleda Kölln-Reisiek Köln Köln-Altstadt-Nord Köln-Höhenhaus Köln-Innenstadt Köln-Junkersdorf Köln-Lindenthal Köln-Lövenich Köln-Rath/Heumar Köln-Weiß Köln-Zündorf Kölpinsee Köngen Köngernheim Köngiswinter Königheim Königlutter Königs Königs-Wusterhausen Königsbach Königsbach-Stein Königsberg Königsbronn Königsbronn-Zang Königsbrunn Königsbrück Königsdorf Königsee Königsee-Rottenbach Königsfeld Königshain Königshain-Wiederau Königshein-Wiederau Königshorst Königshütte Königslutter Königsmoos Königsmoos-Untermaxfeld Königstein Königstein-Mammolshain Königswalde Königswinter Königswinter-Ittenbach Könnern Körchow Körle Kösching Köthen Kötterichen Kötz Kößlarn Kühbach Kühlenhagen Kühlungsborn Kühsen Külsheim Külsheim-Uissigheim Kümbdchen Kümmersbruck Künzell Künzell-Pilgerzell Künzelsau Künzelsu Küps Kürnach Kürnbach Kürten Kürten-Eichhof Küsel Küssaberg Küsten Küsten-OT Küstriner LINSENGERICHT Laage Laar Laatzen Laatzen-Rethen Laberweinting Laboe Lachen Lachen-Speyerdorf Lachendorf Ladbergen Ladelund Ladenburg Laer Laeven Laffeld Lage Lahn Lahn- Lahn-Dill-Kreis Lahnau Lahnstein Lahntal Lahntal-Caldern Lahr Lahr-Langenwinkel Lahr-Sulz Lahr/Schwarzwald Lahr/Schwarzwald-Lahr Lahstedt Laichingen Laichingen-Feldstetten Laichingen-Suppingen Laiz Lalendorf Lalling Lam Lambertsberg Lambrecht Lambsborn Lambsheim Lamerdingen Lampertheim Lampertheim-Hofheim Lampertheim-Rosengarten Lampertswalde Lampringe Lamspringe Lamstedt Lancken Lancken-Dranske Lancken-Granitz Landau Landau-Dammheim Landesbergen Landolfshausen Landsberg Landsberg-Gollma Landscheid Landshut Landshut-Auloh Landshut/Achdorf Landstuhl Landsweiler-Reden Landwehr Langballig Langballigau Langburkersdorf Langdorf Langeln Langelsheim Langelsheim-Lautenthal Langen Langenargen Langenau Langenaundorf Langenbach Langenberg Langenbrettach Langenburg Langendamm Langendembach Langendernbach Langendorf Langendorf-OT Langeneichstädt Langenenslingen Langenenslingen-Billafingen Langenfeld Langenhagen Langenhahn Langenhanshagen Langenhorn Langenleuba-Niederhain Langenlonsheim Langenpreising Langenscheid Langenselbold Langensendelbach Langenstein Langenweißbach Langenwetzendorf Langenzenn Langerringen Langerwehe Langfurth Langgöns Langhagen Langlingen Langquaid Langscheid Langstedt Langsur Langsur-Wasserbilligerbrück Langula Langwedel Langwedel-Etelsen Langweid Lanke Lanz Lappersdorf Lasbek Lassan Lassentin Lastrup Latdorf Latendorf Lathen Laubach Lauben Lauben-Frickenhausen Laubenheim Laubusch Laucha Lauchhammer Lauchheim Lauchringen Lauda- Lauda-Königshofen Lauda-Königshofen-Unterbalbach Laudenbach Lauenau Lauenburg Lauenburg/Elbe Lauenhagen Lauenstein Lauf Laufach Laufen Laufenburg Laufenburg-Stadenhausen Laufersweiler Lauffen Lauingen Laumersheim Laupheim Laupheim-Bihlafingen Laupheim-Obersulmetingen Lauscha Lauta Lauter Lauter-Bernsbach Lauterach Lauterbach Lauterbach-Rudlos Lauterbach-Wallenrod Lauterecken Lauterhofen Lauterstein Lautert Lautertal Lautertal- Lautertal-Elmshausen Lautrach Lautzenbrücken Laußig Lawalde Lawalde-Kleindehsa Lebach Lebach-Alschbach Lebach-Aschbach Lebach-Gresaubach Lebach-Landsweiler Lebach-Thalexweiler Lebehn Lechbruck Leck Leegebruch Leer Leerstetten Leezdorf Leezen Legau Legden Lehe Lehesten Lehesten- Lehmen Lehmkuhlen Lehnitz Lehnstedt Lehrberg Lehre Lehrensteinsfeld Lehrte Lehrte-Ahlten Leibertingen Leiblfing Leichlingen Leidersbach Leienkaul Leiferde Leimbach Leimbach-Gilgenbach Leimen Leimersheim Leinburg Leinde Leinefelde-Worbis Leinfelden-Echterdingen Leingarten Leiningen Leinsweiler Leinzell Leipheim Leipzig Leipzig-Althen Leipzig-Baalsdorf Leipzig-Großzschocher Leipzig-Leutzsch Leipzig-Liebertwolkwitz Leipzig-Thekla Leipzig-Wahren Leisnig Leitzkau Leiwen Lelm Lemberg Lembruch Lemgo Lemgow Lemnitz Lemwerder Lendsiedel Lengede Lengefeld Lengenfeld Lengerich Lengfeld Lenggries Lennestadt Lenningen Lensahn Lentföhrden Lenting Lenzen Lenzkirch Lenzkirch-Raitenbuch Leonberg Leopoldshagen Leopoldshöhe Letschin Lettweiler Leuba Leuben Leuben-Schleinitz Leubnitz Leubsdorf Leun Leun-Biskirchen Leuna Leupoldsgrün Leutenbach Leutenberg Leuterod Leutersdorf Leutershausen Leutesdorf Leutkirch Levens Leverkusen Libbenichen Lich Lichte Lichtenau Lichtenau-Blankenrode Lichtenau/OT Lichtenberg Lichtenberg/Erzgeb. Lichtenfels Lichtenfels-Trieb Lichtenow Lichtenstein Lichtenstein-Göllesberg Lichtentanne Lichtenwald Liebenau Liebenburg Liebenburg-Dörnten Liebenburg-Groß Liebenwalde Lieberose Liebschützberg Liebstadt Liederbach Lienen Liensfeld Liepe Liepen Liepgarten Lierschied Liesenich Lieser Lilienthal Limbach Limbach-Krumbach Limbach-Oberfrohna Limburg Limburg-Lindenholzhausen Limburg-Linter Limburg-Weilburg Limburgergof Limburgerhof Limeshain Limmritz Linau Lind Lindau Lindau-Insel Lindberg Linden Lindenau Lindenberg Lindenfels Lindenfels-Winterkasten Lindern Lindetal Lindetal-Plath Lindewerra Lindewitt Lindheim Lindhorst Lindlar Lindow Lindstedt Lindwedel Lingen Lingen-Altenlingen Lingen-Ramsel Lingenfeld Lingerhahn Linkenheim-Hochstetten Linnich Linnich-Boslar Linnich-Ederen Linsburg Linsengericht Linstow Lintig Linz Lippetal Lippetal-Lippborg Lippstadt Lisberg Lisdorf Lissendorf List Litzendorf Lobbach Lobbe Lobenfeld Loburg Lochhausen Lochum Lockstedt Lockwisch Loddin Loffenau Lohbarbek Lohberg Lohe Lohe-Föhrden Lohe-Rickelshof Lohfelden Lohklindt Lohmar Lohme Lohmen Lohne Lohnsfeld Lohr Lohra Lohrbach Lohsa Loiching Loiching/Kronwieden Loit Loitz Lollar Lollschied Lommatzsch Longkamp Lonnig Lonsee Lonsheim Loose Lorch Lorchhausen Lorsch Losheim Losheim-Bergen Losheim-Britten Lossa Lossatal Lossatal/ Lossburg Lostau Lotte Lottstetten Loxstedt Loxstedt-Nesse Loxstedt-Ueterlande Loßburg Lubmin Lucka Luckau Luckenbach Luckenwalde Luckow Ludendorf Ludorf Ludwigsau Ludwigsburg Ludwigschorgast Ludwigsfelde Ludwigshafen Ludwigshafen-Mundenheim Ludwigshafen-Oggersheim Ludwigshafen-Rheingönheim Ludwigshafen-Ruchheim Ludwigshöhe Ludwigslust Ludwigsstadt Ludwigsthal Ludwigswinkel Lug Lugau Lugau/Erzgeb. Luhe-Wildenau Luhnstedt Lunden Lunzenau Lupburg Lustadt Lutherstadt Lutherstaft Lutter Lutzerath Lutzerathe Lutzhorn Lützen Lychen Lägerdorf Lähden Löbau Löbejün Löbnitz Löchgau Löcknitz Lödderitz Löderburg Löf Löffingen Löffingen-Reiselfingen Löhlbach Löhnberg Löhne Löhnhorst Löllbach Löningen Löningen-Borkhorn Lörrach Lörrach- Lörzweiler Lösnich Löwenberg Löwenberger Löwenstein Lößnitz Lübars Lübbecke Lübben Lübbenau Lübbenau/Spreewald Lübberstedt Lübeck Lübeck-Dänischburg Lübeck-Travemünde Lübow Lübs Lübtheen Lübz Lüchow Lückendorf Lüdenscheid Lüder Lüderitz Lüdersdorf Lüdershagen Lüdinghausen Lüerdissen Lügde Lügde-Elbrinxen Lühburg Lühmannsdorf Lüneburg Lünen Lünen-Gahmen Lünne Lünten Lürschau Lüssow Lütau Lütetsburg Lütjenburg Lütjenholm Lütjensee Lütjenwestedt Lütow Lüttenmark Lüttgenrode Lütz Lützelbach Lützen Lützenbach Lützow MERZIG Maasbüll Maasen Maasholm Machern Mackenbach Magdeburg Magdeburg-Ottersleben Magstadt Mahlberg Mahlow Mahlsdorf Mahlstetten Mahlwinkel Mahlzow Maichingen Maikammer Main-Taunus-Kreis Mainaschaff Mainburg Mainburg-Sandelzhausen Mainburg/Unterempfenbach Mainhardt Mainhardt-Ammertsweiler Mainhausen Mainleus Maintal Maintal-Bischofsheim Mainz Mainz-Bingen Mainz-Bretzenheim Mainz-Finthen Mainz-Gonsenheim Mainz-Kastel Mainz-Kostheim Mainz-Laubenheim Mainz-Lerchenberg Maisach Maitenbeth Malberg Malborn Malchin Malchow Malchow-Inselstadt Malente Malente-Krummsee Malgersdorf Mallersdorf-Pfaffenberg Malliß Malow Malsburg-Marzell Malsch Malsch-Waldprechtsweier Malsch-Waldprechtsweiler Malsch/Waldprechtsweier Malschwitz Malschwitz/ Malsfeld-Beiseförth Malterdingen Mammendorf Mamming Manching Mandel Mandelbachtal Mandern Manderscheid Mannheim Mannheim-Feudenheim Mannheim-Friedrichsfeld Mannheim-Seckenheim Mannheim-Waldhof Mannheim-Wallstadt Mannweiler-Cölln Mansfeld Mantel Manubach Marbach Marburg March Margetshöchheim Marienberg Marienberg-OT Marienborn Marienfließ Marienhafe Marienhagen Marienheide Marienmünster Marienrachdorf Marienthal Marienwerder Maring-Noviand Marisfeld Mark Markdorf Markersdorf Markgröningen Markkleeberg Markkleeberg-Auenhain Marklkofen Marklohe Markneukirchen Markranstädt Markransädt Markt Marktgraitz Marktheidenfeld Marktl Marktleugast Marktoberdorf Marktredwitz Marktschellenberg Marktsteft Marktzeuln Marl Marloffstein Marlow Marmagen Marne Marnitz Maroldsweisach Marpingen Marquartstein Marsberg Marsberg- Marsberg-Bredelar Marsberg-Essentho Marschacht Marschalkenzimmern Martenroth Martensrade Martfeld Martinroda Martinshöhe Martinstein Marxen Marxheim-Gansheim Marxzell Marzhausen Marzling Masburg Maselheim-Sulmingen Massenbachhausen Massenhausen Masserberg Masserberg/ Massing Mastershausen Mattsies Matzenbach Mauchenheim Mauer Mauern Maulbronn Mauth Maxdorf Maxen Maxhütte-Haidhof Maxhütte-Haudhof Maxsain Mayen Mayen-Koblenz Mayschoss Maßweiler Mechelgrün Mechernich Mechernich-Eicks Mechernich-Kommern Mechernich-Roggendorf Mechernich-Wachendorf Mechterstädt Meckel Meckenbeuren Meckenheim Meckenheim-Merl Meckenheim/Kottenforst Meckesheim Medard Meddersheim Meddewade Medebach Medebach-Küstelberg Medebach-Medelon Medelby Medow Meeder Meerane Meerbeck Meerbsuch Meerbusch Meerbusch-Bösinghoven Meerbusch-Strümp Meerfeld Meersburg Meersburg-Riedetsweiler Meggerdorf Mehlbach Mehle Mehlingen Mehltheuer Mehren Mehring Meiling Meine Meine-Wedesbüttel Meinersdorf Meinersen Meinerzhagen Meineweh Meinhard Meiningen Meisburg Meisenheim Meitingen Meitingen-Ostendorf Meißen Meißenheim Meißner Melbeck Melchow Meldorf Melle Mellenbach Mellendorf Mellensee Mellenthin Mellingen Mellinghausen Mellrichstadt Melsbach Melsdorf Melsungen Melsungen-Günsterode Melsungen-Röhrenfurth Melz Memmingen Memmingen-Amendingen Memmingerberg Menden Mendig Mengen Mengen-Ennetach Mengerschied Mengersgereuth-Hämmern Mengerskirchen Mengerskirchen-Dillhausen Menslage Menteroda Meppen Merbelsrod Merching Merchweiler Merenberg Mering Merkers Merklingen Merseburg Mertloch Merxheim Merzalben Merzdorf Merzen Merzenich Merzig Merzig-Hilbringen Merzig-Stadt Merzkirchen Meschede Meschede-Berge Meschede-Grevenstein Mescherin Mesekenhagen Mesekenhagen/OT Mespelbrunn Messel Messingen Mestlin Metelen Metelsdorf Metten Mettendorf Mettenheim Metterich Mettingen Mettlach Mettlach-Orscholz Mettmann Mettweiler Metzdorf Metzingen Metzingen-Neuhausen Metzkausen Meudt Meusegast Meuselbach-Schwarzmühle Meuselwitz Meyenburg Meyn Meßkirch Meßkirch-Menningen Meßstetten Meßstetten-Heinstetten Michelau Michelbach Michelfeld Michelstadt Michelstadt-Steinbach Michendorf Middelhagen Midlum Miehlen Mielkendorf Miellen Miesbach Mietingen Mihla Milbitz Mildenau Mildstedt Millen Millienhagen-Oebelitz Milmersdorf Milow-Kastorf Milow-Krinitz Milower Miltenberg Mindelheim Mindelzell Minden Minden-Kutenhausen Mintraching Mirow Misburg Missen-Wilhams Mistelgau Mistorf Mittelangeln Mittelbiberach Mittelbrunn Mitteleschenbach Mittelherwigsdorf Mittelnkirchen Mittelstenahe Mittelstennahe Mittelstetten Mittelstrimmig Mittenaar Mittenwalde Mitterfels Mittergars Mitterskirchen Mitterteich Mitterwöhr Mittweida Mitwitz Mixdorf Mochau Mockrehna Modautal Modautal-Brandau Moers Moers-Schwafheim Mogendorf Mohlsdorf Mohrkirch Moisburg Molbergen Molfsee Mollhagen Molmerswende Moltzow Monheim Monreal Monschau Monschau-Höfen Monschau-Imgenbroich Monschau-Mützenich Monsheim Montabaur Monzelfeld Monzenfeld Monzingen Moordorf Moorenweis Moormerland Moormerland-Warsingsfehn Moorrege Moos Moosbach Moosbeuren Moosburg Moosinning Moosthening Moosthenning Moosthenning/Dornwang Morbach Morbach-Bischofsdhron Morbach-Gonzerath Morbach-Hinzerath Morbach-Merscheid Morbach-Wederath Morgenröthe-Rautenkranz Moringen Moritzburg Morsbach Morschen Morshausen Morsum Mosbach Moselkern Mossautal Mottschieß Much Mucheln Mudau Mudau-Steinbach Mudau-Ünglert Mudenbach Mudersbach Mudershausen Mudestausee Muggensturm Mulda Mulda/Sachsen Muldenhammer Muldestausee Mulfingen Mulsum Mundelsheim Munderkingen Munkbrarup Munkmarsch Munster Murg Murnau Murr Murrhardt Murrhardt-Steinberg Muschenried Mussbach Musterstadt Mutlangen Mutterschied Mutterstadt Mutzschen Mylau Mz-Bretzenheim Mähring Märkisch Märkisch-Oderland-Hoppegarten Märkisch-Oderland-Neuenhagen Märkische Möckern Möckmühl Möckmühl-Züttlingen Mögglingen Möhnesee Möhnesee-Körbecke Möllenbeck Möllenhagen Mölln Mölschow Mölsheim Mömbris Mömlingen Möncgengladbach Mönchberg Mönchengladbach Mönchengladbach-Großheide Mönchengladbach-Rheydt Mönchengladbach-Wickrath Mönchenholzhausen Mönchgut Mönchhagen Mönchsdeggingen Mönchsroth Mönchweiler Mönkeberg Mönkebude Mönkhagen Mönkloh Mönsheim Mörfelden Mörfelden-Walldorf Möringen Mörlen Mörlenbach Mörlenbach-Bonsweiher Mörsbach Mörschied Mörsdorf Mörsfeld Möschwitz Möser Mössingen Mössingen-Öschingen Möthlow Mötzingen Mücheln Mücka Mücke Mücke-Sellnrod Müden Mügeln Müglitztal Mühl Mühlacker Mühlacker-Dürrmenz Mühlacker-Mühlhausen Mühlberg/Elbe Mühldorf Mühlen Mühlenbach Mühlenbeck Mühlenbecker Mühlendorf-Kreuzschuh Mühlhausen Mühlhausen-Ehingen Mühlhausen/Thüringen Mühlheim Mühlingen Mühltal Mülheim Mülheim-Kärlich Mülheim-Saarn Mülhheim-Kärlich Müllenbach Müllheim Müllrose Mülsen Münchberg Müncheberg Münchehofe München München-Aubing München-Pasing-Obermenzing Münchhausen Münchsmünster Münchsteinach Münchweiler Münchweiler/ Mündersbach Münklingen Münnerstadt Münsing Münsing-Ammerland Münsingen Münster Münster-Angelmodde Münster-Gelmer Münster-Handorf Münster-Hiltrup Münster-Sarmsheim Münster-Wolbeck Münsterappel Münsterdorf Münsterhausen Münsterland Münstermaifeld Münstermaifeld-Lasserg Münzenberg Mürlenbach Müsch Müssen NEUBURG NW-Lachen-Speyerdorf Nabburg Nachrodt-Wiblingwerde Nackenheim Nagel Nagold Nagold-Hochdorf Nagold-Pfrondorf Nahetal-Waldau Nahrendorf Naila Nalbach Namborn Nandlstadt Nannhausen Nanzdietschweiler Nassau Nassenfels Nassenheide Nastätten Nattenheim Nattheim Nauen Nauheim Naumburg Naundorf Naunhof Nauort Nauroth Nazza Naßweiler Nebel Nebra Neckar-Odenwald-Kreis Neckarbischofsheim Neckargemünd Neckargemünd-Dilsberg Neckargerach Neckarsteinach Neckarsulm Neckartailfingen Neckartenzlingen Neckarwestheim Neckarzimmern Neddemin Nedlitz Neef Neenstetten Neetze Neetzka Neetzow Negast Negernbötel Nehlitz Nehms Nehmten/OT Nehren Neidenbach Neidenfels Neidenstein Neidlingen Neitersen Neißeaue Neißemünde Nellingsheim Nempitz Nemsdorf-Göhrendorf Nenndorf Nennhausen Nentershausen Neresheim Neresheim-Elchingen Neroth Nersingen Nerzweiler Neschwitz Nesse Nesselwang Nessendorf Nessetal Netphen Nettelsee Nettersheim Nettersheim- Nettersheim-Marmagen Nettetal Nettetal-Lobberich Netzeband Netzschkau Neu Neu-Anspach Neu-Eichenberg Neu-Isenburg Neu-Ulm Neu-Ulm-City Neu-Ulm-Reutti Neualbenreuth Neubartelshagen Neubeckum Neuberend Neuberg Neubeuern Neubiberg Neubrandenburg Neubukow Neubulach Neuburg Neudenau Neudenau-Herbolzheim Neudietendorf Neudrosselfeld Neue Neuenburg Neuenbürg Neuendeich Neuendorf-Heide Neuendorf/ Neuenfelde Neuengörs Neuenhagen Neuenhaus Neuenhofe Neuenkirchen Neuenkirchen-Vörden Neuenmarkt Neuenrade Neuenstadt Neuenstein Neuenstein- Neuenthal Neuerburg Neuerkirch Neufahrn Neufeld Neuferchau Neuffen Neufinsing Neufra Neufunnixsiel Neugersdorf Neugraben Neuhardenberg Neuharlingersiel Neuhaus Neuhausen Neuhausen-Hamberg Neuhausen/Erzgebirge Neuhausen/Spree Neuhemsbach Neuhof Neuhofen Neuhäusel Neuhütten Neukalen Neukamperfehn Neukieritzsch Neukirch Neukirchen Neukirchen-Vluyn Neukirchen/Erzgebirge Neukirchen/Pleiße Neukloster Neukrichen Neuleiningen Neulewin Neulingen Neulussheim Neulußheim Neulöwenberg Neumagen-Dhron Neumarkt Neumarkt-Sankt Neumünster Neunburg Neundorf Neunheilingen Neunkhausen Neunkichen Neunkirchen Neunkirchen- Neunkirchen-Altenseelbach Neunkirchen-Seelscheid Neupetershain Neuravensburg Neureichenau Neuried Neuruppin Neusalza-Spremberg Neuss Neustadt Neustadt-Borstel Neustadt-Geinsheim Neustadt-Glewe Neustadt-Haardt Neustadt-Mardorf Neustadt-Schneeren Neustadt/ Neustadt/Harz Neustadt/Vogtl. Neustetten Neustrelitz Neusäss Neusäß Neusäß-Hainhofen Neusäß-Ottmarshausen Neutraubling Neutrebbin Neuwied Neuwied-Feldkirchen Neuwied-Segendorf Neuzelle Neuäß Neuötting Newel Ney Nickenich Nidda Niddatal Nidderau Nidderau-Erbstadt Nideggen Nideggen-Abenden Nideggen-Embken Nideggen-Rath Nideggen-Schmidt Nieblum Niebüll Niedenstein Nieder Nieder-Hilbersheim Nieder-Olm Nieder-Wiesen Niederaichbach Niederalben Niederalteich Niederau Niederaula Niederbachheim Niederbergkirchen Niederbrechen Niederbreitbach Niedercunnersdorf Niederdodenleben Niederdodernleben Niederdorf Niederdorfelden Niederdürenbach Niederer Niedererbach Niedereschach Niederfischbach Niederfrohna Niedergörsdorf Niederhambach Niederheimbach Niederhofen Niederkassel Niederkirchen Niederkleevez Niederkrüchten Niederkumbd Niederlamitz Niederlangen Niederlommatzsch Niedermohr Niedermurach Niedernberg Niederndodeleben Niedernhall Niedernhausen Niedernhausen-Königshofen Niederrieden Niederroßbach Niederroßla Niedersachen Niedersachsen Niedersayn Niederstadtfeld Niedersteinebach Niederstetten Niederstetten-Streichental Niederstotzingen Niederstotzingen-Oberstotzingen Niederstozingen Niedertrebra Niederusel Niederwallmenach Niederwerrn Niederwerth Niederwiesa Niederwinkling Niederwörresbach Niederwürschnitz Niederzier Niederzier-Oberzier Niederzissen Niefern-Öschelbronn Nieheim Niehuus Niemberg Niemegk Nienburg Niendorf Niendorf/Bad Nienhagen Nienstädt Nienwohld Nierderkrüchten Niersbach Nierstein Nieschütz Niesgrau Niesky Nieste Niestetal Nimritz Nimshuscheid Nimsreuland Nindorf Nister Nisterberg Nistertal Nistertal-Erbach Nittel Nittenau Nittendorf Nitzow Nobitz Nochern Noer Nohfelden Nohfelden- Nohn Nonnenhorn Nonnenweier Nonnweiler Nordden Norden Norden-Norddeich Nordendorf Nordenham Nordenham-Einswarden Nordenstadt Norderbrarup Nordermeldorf Norderney Norderstapel Norderstedt Norderstedt-Harksheide Norderwöhrden Nordgermersleben Nordhalben Nordharz Nordhastedt Nordhausen Nordheim Nordheim-Nordhausen Nordholz Nordhorn Nordhorn-Brandlecht Nordleda Nordrach Nordrhein-Westfalen Nordseeheilbad Nordstemmen Nordstemmen-Groß Nordstrand Nordwalde Nordwestuckermark Norheim Northeim Nortmoor Nortorf Nossen Nossendorf Nottuln Nottuln-Appelhülsen Notzingen Nussdorf Nusse Nuthe-Urstromtal Nuthetal Nußbach Nußdorf Nußloch Nußloch-Maisbach Nächst Nägelstedt Nähe Nöbdenitz Nördlingen Nörten-Hardenberg Nörtershausen Nörthen-Hardenberg Nörvenich Nörvenich-Rommelsheim Nörvenich-Wissersheim Nümbrecht Nünchritz Nünschweiler Nürnberg Nürnberg-Boxdorf Nürtingen Nürtingen-Reudern Nützen OFFENBACH OT Ober Ober-Flörsheim Ober-Gleen Ober-Hilbersheim Ober-Mumbach Ober-Mörlen Ober-Olm Ober-Ramstadt Oberahr Oberammergau Oberasbach Oberau Oberaudorf Oberaula Oberbarnim Oberbettingen Oberboihingen Oberbrombach Obercunnersdorf Oberderdingen Oberdiebach Oberding Oberdolling Oberdorla Oberehe-Stroheich Oberelbert Obererbach Oberfell Obergriesbach Obergurig Obergünzburg Oberhaching Oberhaid Oberharmersbach Oberharz Oberhausen Oberhausen-Dümpten Oberhausen-Rheinhausen Oberhavel-Birkenwerder Oberhavel-Mühlenbecker-Land-Schildow Oberheimbach Oberheldrungen Oberhof Oberirsen Oberjettingen Oberkail Oberkatz Oberkirch Oberkochen Oberkotzau Oberkrämer Oberlahnstein Oberlahr Oberlaindern Oberlauterbach Oberlungwitz Obermaßfeld Obermaßfeld-Grimmenthal Obermehler Obermichelbach Obermohr Obermoschel Obernbreit Obernburg Oberndorf Oberndorf-Aistaig Obernfeld Obernheim Obernheim-Kirchenarnbach Obernholz Obernkirchen Obernkrchen Obernwohlde Obernzell Oberostendorf Oberotterbach Oberpframmern Oberpöring Oberreichenbach Oberreifenberg Oberreute Oberriexingen Oberrimsingen Oberrod Oberrot Oberroßbach Obersaida Oberscheinfeld Oberschleissheim Oberschleißheim Oberschlettenbach Oberschneiding Oberschwarzach Oberschweinbach Oberschöna Oberschönau Oberschönegg Oberseifersdorf Obersimten Obersinn Obersontheim Oberstadion Oberstadt Oberstadtfeld Oberstaufen Oberstdorf Oberstenfeld Obersulm Obersülzen Obertaufkirchen Oberteuringen Obertraubling Obertshausen Obertshausen-Hausen Oberursel Oberursel-Oberstedten Oberviechtach Obervolkach Oberwambach Oberweid Oberweiler Oberweis Oberweißbach Oberwesel Oberweser Oberwiera Oberwiesen Oberwiesenthal Oberwolfach Oberzeitelbach Oberzent Oberzent-Olfen Obhausen Obing Obrigheim Obrigheim-Mörtelstein Ochsenfurt Ochsenhausen Ochsenwang Ochtendung Ochtersum Ochtmersleben Ochtrup Ockenfels Ockenheim Ockfen Odderade Odelzhausen Odenbach Odensachsen Odenthal Oder-Spree Oder-Spree-Woltersdorf Oderaue Oderberg Odernheim Oderwitz Odisheim Oebisfelde Oechsen Oederan Oedheim Oelde Oelixdorf Oelsberg Oelsnitz Oelsnitz-Vogtland Oelsnitz/Vogtland Oelzschau Oepfershausen Oer Oer-Erkenschwick Oerel Oering Oerlenbach Oerlinghausen Oerlinghausen-Altstadt Oesfeld Oesterdeichstrich Oesterwurth Oestrich-Winkel Oettingen Oevenum Oeversee Oeynhausen Offenau Offenbach Offenbach-Bürgel Offenbach-Hundheim Offenbach-Rumpenheim Offenberg Offenburg Offingen Offleben Offstein Ofterdingen Ofterschwang Oftersheim Ohlsbach Ohmden Ohrdruf Olbernhau Olbernhau/ Olbersdorf Olbersleben Olching Oldenburg Oldenbüttel Oldendorf Oldenswort Oldersbek Oldisleben Oldsum Olfen Olk Ollendorf Ollmuth Olpe Olsber2 Olsberg Olzheim Oppach Oppenau Oppenheim Oppenweiler Oranienbaum Oranienbaum-Wörlitz Oranienburg Oranienburg-Germendorf Orenhofen Orlamünde Ortenberg Ortenburg Ortrand Osann-Monzel Osburg Oschatz Oschersleben Osnabrück Osnabrück-Atter Ostbevern Ostdorf Osteeheilbad Osteel Ostelsheim Osten Ostenfeld Osterburg Osterburken Osterby Ostercappeln Osterfeld Osterhausen Osterhever Osterhofen Osterholz Osterholz-Scharmbeck Osterholz-Scharmbeck- Osternienburger Osterode Osterode-Lerbach Osterrönfeld Osterstedt Ostertor Osterweddingen Osterwieck Osterwieck-Zilly Ostfildern Ostfildern-Kemnat Ostfildern-Nellingen Ostheim Osthofen Ostholstein Ostingersleben Ostrach Ostrau Ostrhauderfehn Ostritz Ostseebad Oststeinbek Oststeinbek-Havighorst Ostvorpommern Ottendorf Ottendorf-Okrilla Ottendorf/Okrilla Ottenhofen Ottensoos Ottenstein Otter Otterbach Otterberg Otterndorf Ottersberg Ottersheim Otterstadt Ottersweier Otterwisch Ottmannshausen Ottmarshausen Ottobeuren Ottobrunn Ottrau Ottweiler Ottweiler-Lautenbach Ottweiler-Steinbach Otzberg Otzberg-Oberklingen Otzing Ovelgönne Overath Owen Owen/Teck Owingen Owschlag Oyten Oßling PLAUEN Padenstedt-Kamp Paderborn Paderborn-Marienloh Pahlen Painten Palling Palmersheim Palzem Pampow Panker Panketal Panketal/OT Pansdorf Pansfelde Panten Pantenburg Panzweiler Papenburg Papendorf Papenhagen Papenrode Parchen Parchim Parkentin Parkstein Parsau Parsberg Parsteinsee Partenheim Partenstein Pasewalk Pasing Passau Passau-Hacklberg Passow Pastow Patersdorf Pattensen Paulinenaue Paunzhausen Pausa Pausa-Mühltroff Pausa/Vogtland Pechbrunn Peenehagen Peertz Peeselin Peffingen Pegau Pegau/OT Pegnitz Peheim Peickwitz Peine Peine/Telgte Peissen Peiting Peitz Peißenberg Pellworm Pelm Penig Penkun Penkun/OT Pennewitt Pennigsehl Pentenried Penzberg Penzing Penzlin Pepelow Perl Perleberg Perlesreut Pessin Petersaurach Petersberg Petersdorf-Alsmoos Petershagen Petershagen/ Petershagen/Eggersdorf Petershausen Peterslahr Peterswald-Löffelscheid Peterwitz Petting Petze Pfaffen-Schwabenheim Pfaffenberg Pfaffengrün Pfaffenhofen Pfaffing Pfaffroda Pfalzel Pfalzgrafenweiler Pfarrkirchen Pfedelbach Pfeffenhausen Pfinztal Pfinztal-Berghausen Pfofeld Pforzen Pforzheim Pforzheim-Büchenbronn Pforzheim-Huchenfeld Pfreimd Pfronten Pfullendorf Pfullingen Pfungstad Pfungstadt Pförring Philippsburg Philippsthal Picher Piesau Piesport Piesport-Niederemmel Pietzpuhl Pillig Pilsting Pilsting/ Pingelshagen Pinnau Pinnberg Pinneberg Pinneberg-Waldenau Pinnow Pinzberg Pirmasens Pirna Pirow Plaidt Planegg Plankenfels Plankstadt Plate Plattenburg Plattling Plau Plauen Plech Pleckhausen Pleidelsheim Plein Pleinfeld Pleinting Pleisweiler-Oberhofen Pleizenhausen Plessa Plettenberg Pliening Pliezhausen Plochingen Plön Plötzkau Plüderhausen Plüschow Plütscheid Pockau Pockau-Lengefeld Pocking Poggensee Pohle Pohlheim Pohlheim-Hausen Poing Polau Polch Polch-Gappenach Polle Pollhagen Polling Poltersdorf Polz Pommelsbrunn Pommersfelden Poppenhausen Porschendorf Porta Poseritz Posseck Possendorf Postbauer-Heng Postfeld Postlow Postmünster Potsdam Potsdam-Babelsberg Pottenstein Pottum Pouch Pr.Oldendorf Prangendorf Pratau Preetz Preist Premnitz Prenzlau Prerow Presseck Preten Pretzfeld Pretzier Preußisch Priborn Prichsenstadt Prien Priepert Prisannewitz Prisdorf Prittriching Pritzwalk Probsteierhagen Probstzella Pronstorf Prosigk Pruchten Prödel Prüm Prützke Puchheim Puderbach Pulheim Pulheim-Geyen Pullach Pullenreuth-Dreihäuser Pulsnitz Pulspforde Puschendorf Putbus Putgarten Putlitz Putzbrunn Pyrbaum Päse Pöcking Pöcking-Maising Pöhl Pölitz Pölitz/Schmachthagen Pölzig Pömmelte Pönitz Pössneck Pötenitz Pöttmes Pößneck Pünderich Pürgen Pütlingen Püttlingen Püttlingen-Köllerbach Qierschied Quadrath-Ichendorf Quakenbrück Quarnbek Quedlinburg Queidersbach Quenstedt Querfurt Quern Querstedt Quickborn Quierschied Quilow Quirnbach Quitzdorf RETHWISCH Rab Rabel Raben Rabenau Rabenstein/ Rabenstein/Fläming Rackwitz Radbruch Raddestorf Radeberg Radebeul Radeburg Radefeld Radegast Radensleben Radevormwald Radibor Radolfzell Radolfzell-Böhringen Radolfzell-Möggingen Raduhn Raesfeld Ragow-Merz Raguhn Raguhn-Jeßnitz Rahden Rahlstedt Rain Raisdorf Ralingen Ralingen-Godendorf Ralswiek Ramberg Rambin Rammelsbach Rammenau Rammingen Ramsdorf-Velen Ramsen Ramstein-Miesenbach Ramsthal Randowtal Rangendingen Rangsdorf Rankwitz Ransbach-Baumbach Ranschbach Ranstadt Ransweiler Rantrum Rantzau Ranzin Raschau Raschau-Markersbach Rascheid Rastatt Rastatt-Ottersdorf Rastede Rastede-Wahnbek Rastenberg Rastow Ratekau Rathen Rathenow Rathmannsdorf Rathskirchen Ratingen Ratingen-Hösel Ratingen-Lintorf Ratingen-Ost Rattenberg Rattiszell Ratzeburg Raubach Raubling Rauen Rauenberg Rauheim Rauhenebrach Rauhenebrach-Koppenwind Raumbach Raunheim Rauschenberg Rausdorf Ravensburg Ravenstein Ravenstein-Merchingen Raßnitz Rechberghausen Rechenberg-Bienenmühle Rechlin Rechtsupweg Reckahn Recke Reckershausen Recklinghausen Reddelich Redekin Rednitzhembach Redwitz Rees Reestow Reeßum Regen Regensburg Regensburg-Rheinhausen Regenstauf Regesbostel Regis-Breitingen Regnitzlosau Rehau Rehbeck Rehborn Rehburg Rehburg-Loccum Rehden Rehe Rehefeld Rehfelde Rehling Rehlingen Rehlingen-Gerlfangen Rehlingen-Siersburg Rehlingen-Siersburg-Biringen Rehlingen-Siersburg-Hemmersdorf Rehm-Flehde-Bargen Rehna Reichartshausen Reichelsheim Reichenbach Reichenbach-Steegen Reichenbach/F. Reichenbach/O.L. Reichenbach/Oberlausitz Reichenberg Reichenschwand Reichenwalde Reichersbeuern Reichertshausen Reichertsheim Reichertshofen Reichselsheim Reichshof Reichsthal Reidenhausen Reiffelbach Reifferscheid Reil/Mosel Reilingen Reinbek Reinberg Reinfeld Reinhardshagen Reinheim Reinkenhagen Reinsbüttel Reinsdorf Reinsfeld Reinstorf Reisbach Reischach Reisdorf Reisensburg Reiskirchen Reiskirchen-Saasen Reislingen Reit Reitzenhain Reken Relingen Rellingen Relzow Remagen Remchingen Remchingen-Nöttingen Remchingen-Singen Remlingen Remlingen-Semmenstedt Remptendorf Remscheid Remscheid-Lennep Remse Remseck Remseck-Aldingen Remshalden Remshalden-Hebsack Renchen Rendsburg Rendsburg-Eckernförde Rengsdorf Rennerod Rennerod-Emmerichenhain Rennertshofen Renningen Renzow Reppenstedt Rerik Rethem Rethwisch Rettenbach Rettenberg Retterath Rettigheim Rettin Reuden Reute Reutern Reuth Reutlingen Reutlingen-Betzingen Reutlingen-Gönningen Reutlingen-Mittelstadt Reutlingen-Ohmenhausen Reutlingen-Sickenhausen Reußenköge Rhade Rhauderfehn Rhaunen Rheda-Wiedenbrück Rhede Rhede-Krechting Rhede-Vardingholt Rhede/Ems Rhein-Pfalz-Kreis Rhein-Sieg-Kreis Rheinau Rheinbach Rheinbach-Merzbach Rheinbach-Oberdrees Rheinberg Rheinbreitbach Rheinbrohl Rheinböllen Rheine Rheinfelden Rheinfelden- Rheinhausen Rheinland-Pfalz Rheinmünster Rheinsberg Rheinstetten Rheinstetten- Rheinstetten-Mörsch Rheisberg Rhens Rheurdt Rhinow Rhodt Rhumspringe Rhön-Grabfeld Rhönblick Ribbesbüttel Ribnitz Ribnitz- Ribnitz-Damgarten Richtenberg Rickenbach Rickensdorf Ried Riedbach Riede Riedelberg Rieden Riedenberg Riedenburg Riederich Riedhausen Riedlingen Riedlingen-Daugendorf Riedlingen-Teilort Riedstadt Riedstadt-Goddelau Riegelsberg Riekofen Rielasingen Rielasingen-Worblingen Riemerling Rieneck Riepsdorf Riesa Rieseby Rieste Riesweiler Rietberg Riethnordhausen Rietschen Rietz-Neuendorf Rietzneuendorf-Staakow Rimbach Rimbach/Albersbach Rimpar Rinchnach Ringe Ringfurth Ringgau Ringgau/OT Ringsberg Ringsheim Ringstedt Rinnthal Rinteln Rinzenberg Rippershausen Risum-Lindholm Ritschenhausen Ritterhude Rittersdorf Rivenich Riveris Rißtissen Rochau Rochlitz Rockenberg Rockenhausen Roda Rodalben Rodeberg Rodenbach Rodenbek Rodenberg Rodewald Rodewisch Rodgau Rodgau-Jügesheim Roding Roetgen Roggenburg Roggendorf Roggenstorf Roggentin Rogätz Rohlstorf Rohr Rohrbach Rohrbach-Fahlenbach Rohrdorf Rohrenfels Rohrsen Rohrsheim Roigheim Roitham Roitzschjora Rolfsbüttel Rollwitz Rom Rommerskirchen Rommerskirchen-Sinsteden Rondorf Ronneburg Ronnenberg Ronnenberg-Empelde Ronnenberg-Stadt Ronsberg Ronshausen Rosbach Rosbach-Rodheim Rosche Rosdorf Rosenbach Rosenberg Rosendahl Rosendahl-Holtwick Rosenfeld Rosenfeld- Rosenfeld-Isingen Rosengarten Rosenhagen Rosenheim Rosenkopf Rosenow Rosenthal Rosenthal-Bielatal Rositz Roskow Rosow Rossau Rossau/Seifersbach Rossbach Rossdorf Rossow Rosswein Rostock Rostock-City Rostock-Evershagen Rostock-Gehlsdorf Rot Rotenburg Rotenburg/Wümme Roth Rothemühl Rothenberg Rothenburg Rothenburg/Oberlausitz Rothenhain Rothschwaige Rott Rottach-Egern Rottach-Oberhof Rottenacker Rottenbach Rottenburg Rottenburg-Dettingen Rotthalmünster Rottmersleben Rottweil Rottweil-Feckenhausen Roxheim Roßbach Roßdorf Roßlau Roßleben Roßleben-Wiehe Roßwein Rubkow Rubow Rudersberg Ruderting Rudolstadt Ruhla Ruhland Ruhmannsfelden Ruhpolding Ruhstorf Ruhwinkel Rullstorf Rumbach Runding Runkel Runkel-Schadeck Runkel/ Ruppach Ruppach-Goldhausen Ruppersdorf Ruppertsecken Ruppertshofen Ruppertsweiler Ruppichteroth Ruschberg Rust Rutesheim Rutesheim/Perouse Ruthe Ruthweiler Rutsweiler Ruttersdorf-Lotschen Räbke Ränkam Rätzlingen Röbel Röbel/Müritz Röblingen Rödelhausen Rödental Rödental-Kipfendorf Röderaue Röderland Rödermark Rödersheim-Gonau Rödersheim-Gronau Rödibgahausen Rödinghausen Rödinghausen-Schwenningdorf Rögling Röhrmoos Röhrnbach Röllbach Römerberg Römerstein Römhild Rösrath Rösrath-Forsbach Rösrath-Stümpen Rötgesbüttel Rötha Röthenbach Rötsweiler-Nockenthal Röttenbach Röttingen Rötz Rübeland Rübenach Rückersdorf Rüdersdorf Rüdesheim Rüdigershagen Rüdnitz Rügen Rühen Rühstädt Rüllschau Rülzheim Rümmelsheim Rümmer Rümmingen Rümpel Rüscheid Rüsselsheim Rüsselsheim-Königstädten Rüssingen Rüthen Rüthen-Kallenhardt Rüthnick Rüting Sa Saal Saalburg Saalburg-Ebersdorf Saaldorf-Surheim Saalfeld Saalfeld/Saale Saalstadt Saarbrücken Saarbrücken-Altenkessel Saarbrücken-Burbach Saarbrücken-Dudweiler Saarbrücken-Klarenthal Saarbrücken-Scheidt Saarbrücken-Stadt Saarburg Saarburg-Hosteberg Saarlouis Saarlouis-Lisdorf Saarlouis-Roden Saarlouis-Steinrausch Saarwellingen Sabershausen Sachsen Sachsen-Anhalt Sachsendorf Sachsenhagen Sachsenheim Sachsenkam Saerbeck Saffig Sagard Sailauf Salach Salching Saldenburg Salem Salem-Dargow Salgen Sallgast Salm Salzatal Salzatal/OT Salzbergen Salzgitter Salzgitter-Bad Salzgitter-Beinum Salzgitter-Bruchmachtersen Salzgitter-Gebhardshagen Salzgitter-Ringelheim Salzgitter-Salder Salzgitter/Salder Salzhausen Salzhemmendorf Salzhemmendorf/Lauenstein Salzkotten Salzkotten-Scharmede Salzmünde Salzwedel Salzweg Samerberg Samswegen Samtens Sandberg Sande Sandersdorf Sandersdorf-Brehna Sandersleben Sandhagen Sandhatten Sandhausen Sandkrug Sangerhausen Sanitz Sankt Sargenroth Sargstedt Sarmersbach Sarnow Sarow Sarstedt Sasbachwalden Sassenberg Sassenberg-Füchtorf Sassenburg Sassenburg/ Sassnitz Saterland Saterland/Strücklingen Satow Satrup Satteldorf Sattelweiler Satzung Sauensiek Sauerlach Sauerthal Sauldorf Saulgau Saulheim Saupsdorf Sauzin Sayda Schaafheim Schaalby Schacht-Audorf Schackendorf Schackensleben Schafflund Schafstedt Schafstädt Schalkau Schalkenbach Schalkenmehren Schalkholz Schalksmühle Schallbach Schallodenbach Schallstadt Schaprode Scharbeutz Scharbeutz-Klingberg Scharbeutz/Ostsee Scharbow Scharfenstein Scharnebeck Schashagen Schauenburg Schauenburg- Schauenburg-Elgershausen Schauenstein Schaumburg Schauren Schechingen Scheden Scheer Scheeßel Schefflenz Scheggerott Scheibenhardt Scheidegg Scheinfeld Schelklingen Schelldorf Schellerten Schellhorn Schellroda Schellweiler Schemmerhofen Schemmerhofen-Schemmerberg Schenefeld Schenkelberg Schenkenberg Schenkendöbern Schenkenzell Schenklengsfeld Schermbeck Schermbeck-Gahlen Schermen Schernfeld Schernikau Scherstetten Scheuen Scheuerfeld Scheuring Scheyern Scheßlitz Schieder Schieder-Schwalenberg Schierling Schiesheim Schiffdorf Schiffdorf-Spaden Schiffdorf/ Schifferstadt Schiffweiler Schildau Schildow Schillingen Schillingsfürst Schillingstedt Schiltach Schimberg Schindhard Schinkel Schipkau Schirgiswalde Schirgiswalde-Kirschau Schirnding Schkeuditz Schkopau Schkölen Schladen Schladen-Werla Schlagenthin-Genthin Schlangen Schlangen- Schlangenbad Schlangenbad-Georgenborn Schlangenbad-Wambach Schlangenbad/ Schlat Schlebusch Schleching Schlechtsart Schlegel Schleich Schleid Schleiden Schleiden-Gemünd Schleiden-Harperscheid Schleiden-Oberhausen Schleife Schleiz Schlemmin Schlepzig Schleswig Schlettau Schleusegrund Schleusingen Schleusingen/ Schleusingerneundorf Schlieben Schliengen Schliengen-Obereggenen Schlier Schlierbach Schliersee Schlipsheim Schlitz Schlitz-Üllershausen Schlotheim Schlowe Schloß Schloßböckelheim Schluchsee Schlöben Schlüchtern Schlüsselfeld Schmalbach Schmalensee Schmalkalden Schmallenberg Schmatzhausen Schmelz Schmelz-Michelbach Schmerbach Schmerz Schmidgaden Schmidmühlen Schmiedeberg Schmiedefeld Schmitshausen Schmitt Schmitten Schmitten-Arnoldshain Schmitten-Oberreifenberg Schmittweiler Schmon Schmölln Schmölln-Putzkau Schnackenburg Schnaittach Schnaittenbach Schnakenbek Schneckenlohe Schneeberg Schnega Schnellbach Schneppenbach Schneverdingen Schobüll Scholderup Schollene Schonach Schondorf Schondra Schongau Schonungen Schopfheim Schopfloch Schopp Schorfheide Schorndorf Schorndorf-Schornbach Schorndorf-Weiler Schornsheim Schorssow Schortens Schortens-Heidmühle Schortens-Middelsfähr Schortens-Sillenstede Schortens/Sillenstede Schossin Schotten Schramberg Schramberg-Sulgen Schramberg-Waldmössingen Schraplau Schriesheim Schriesheim-Altenbach Schrobenhauen Schrobenhausen Schrobenhausen-Mühlried Schrozberg Schröding Schuld Schulzendorf Schuttertal-Dörlinbach Schutz Schwaan Schwabach Schwabenheim Schwabhausen Schwabmünchen Schwabstedt Schwaig Schwaigern Schwaikheim Schwalbach Schwalbach-Hülzweiler Schwallbach Schwalmstadt Schwalmstadt-Treysa Schwalmtal Schwalmtal-Waldniel Schwanau Schwandorf Schwanebeck Schwanewede Schwanewede-Neuenkirchen Schwanfeld Schwangau Schwanheim Schwanstetten Schwarme Schwarmstedt Schwartbuck Schwarz Schwarzach Schwarzatal-Mellenbach Schwarzen Schwarzenbach Schwarzenbach/Saale Schwarzenbach/Wald Schwarzenbek Schwarzenberg Schwarzenberg-Erla Schwarzenberg/Erz. Schwarzenborn Schwarzenbruck Schwarzenfeld Schwarzheide Schwarzwald-Baar-Kreis Schwebheim Schwedelbach Schwedt Schwedt/Oder Schwegenheim Schweich Schweigen-Rechtenbach Schweighofen Schweindorf Schweinfurt Schweinitz Schweisweiler Schweitenkirchen Schwelm Schwendi Schwendi-Schönebürg Schwenningen Schwentinental Schwentinetal Schweppenhausen Schwerin Schwerin-Neumühle Schwerin-Wickendorf Schweringen Schwerte Schwesing Schwetzingen Schwichtenberg Schwieberdingen Schwielochsee Schwielochsee-Jessern Schwielowsee Schwienau Schwifting Schwindegg Schwinge Schwoitsch Schwollen Schwäbich Schwäbisch Schwärzelbach Schwülper Schäftlarn Schäftlarn-Ebenhausen Schöffengrund Schöfweg Schöllkrippen Schöllnach Schömberg Schömberg-Langenbrand Schömberg-Schörzingen Schömerich Schönaich Schönau Schönau-Berzdorf Schönbach Schönberg Schönberger Schönborn Schönborn-Dreiwerden Schönbrunn Schönbrunn-Moosbrunn Schöndorf Schönebeck Schöneberg Schöneberg/ Schönebürg Schöneck Schöneck-Büdesheim Schöneck/Vogtland Schönefeld Schöneiche Schönenberg-Kübelberg Schönermark Schönewalde Schönfeld Schönfließ Schöngeising Schönhausen Schönheide Schöningen Schönkirchen Schönow Schönsee Schönstedt Schöntal Schönwald Schönwalde Schönwalde-Glien Schönwölkau Schöppenstedt Schöppenstedt-Schliestedt Schöppingen Schörzingen Schülldorf Schüller Schülp Schürdt Schüttorf Sebnitz Seck Seckach Seddiner Sedelsberg Seebad Seebenau Seebruck Seeburg Seedorf Seefeld Seeg Seega Seegebiet Seehausen Seeheim Seeheim-Jugenheim Seeheim-Jugenheim/OT Seehof Seeland Seelbach Seelen Seelingstädt Seelitz Seelow Seelse Seelze Seeon-Roitham Seesen Seesen-Mechtshausen Seesen-Rhüden Seeshaupt Seeth Seevetal Seevetal-Maschen Seewald Seewald-Besenfeld Segeberg Segeletz Seggebruch Sehlem Sehlen Sehlendorf Sehmatal Sehmatal-Sehma Sehnde Sehnde-Klein Seibersbach Seiffen Seifhennersdorf Seinsfeld Seitingen- Seitingen-Oberflacht Selb Selbitz Selent Selfkant Selfkant-Millen Seligenstadt Selke-Aue Sellin Selm Selm-Bork Selm-Cappenberg Selmsdorf Selsingen Selters Selters-Niederselters Selters-Ortsteil Selters/ Selzen Sembach Semlow Semmenstedt Senden Sendenhorst Senftenberg Sengenthal Senheim Sensweiler Senzig Sereetz Serrig Sersheim Sessenbach Seth Setzingen Seubersdorf Seukendorf Seulingen Sevelen Sexau Seybothenreuth Seyda Sibbesse Siberatsweiler Sickingen Sickte Siebeldingen Siebenbäumen Siebenmorgen Siedenbollentin Siedenbrünzow Siedenburg Siefersheim Siegbach Siegbach-Oberndorf Siegburg Siegelbach Siegen Siegen-Mudersbach Siegenburg Siegsdorf Siegsdorf-Hammer Siek Sielenbach Sielow Sien Sierksdorf Sierksrade Sietow Sievershütten Sigmaringen Sigmaringen-Jungnau Sigmaringendorf Sigmarszell Silberstedt Sillerup Simbach Simmelsdorf Simmerath Simmerath-Hammer Simmerath-Rurberg Simmerath-Strauch Simmern Simmern/Hunsrück Simmersfeld Simmozheim Simonsberg Simonswald Sindelfingen Sindringen-Forchtenberg Singen Singhofen Sinn Sinntal Sinntal-Jossa Sinsheim Sinsheim-Ehrstädt Sinsheim-Eschelbach Sinspelt Sinzheim Sinzig Sinzing Sippersfeld Sittensen Sitters Soderstorf Soest Sohland Sohren Sohrschied Solingen Solingen-Dorp Solingen-Ohligs Sollerup Solln Sollstedt Sollwitt Solms Solms-Oberbiel Solnhofen Soltau Soltendieck Sommerfeld Sommerland Sommersdorf Sommersdorf-Marienborn Sondershausen Sonneberg Sonnefeld Sonnen Sonnenberg Sonnenbühl-Genkingen Sonnenschied Sonnewalde Sonsbeck Sontheim Sonthofen Sontra Sophienhamm Sophienhof Sottrum Soyen Soßmar Spabrücken Spahnharrenstätte Spaichingen Spalt Spalt-Großweingarten Spangdahlem Spangenberg Spantekow Spardorf Sparneck Spay Spechbach Speicher Speichersdorf Spelle Spenge Spesbach Spessart Speyer Spiegelau Spiegelberg Spiesen Spiesen- Spiesen-Elversberg Spiesheim Sponheim Spornitz Spraitbach Sprakensehl Spree-Neiße-Dissen-Striesow Spreetal Spremberg Sprendlingen Springe Springe-Völksen Sprockhövel St St. St.Ingbert St.Ingbert-Rohrbach St.Katharinen St.Leon-Rot St.Wendel Stade Stade-Wiepenkathen Stadland Stadland-Norderschwei Stadtallendorf Stadtbergen Stadthagen Stadthagen-Krebshagen Stadtilm Stadtkyll Stadtland Stadtlauringen Stadtlohn Stadtlohn-Wenningfeld Stadtoldendorf Stadtroda Stadtsteinach Stadtverband Stadum Stahlberg Stahlhofen Stahnsdorf Stahringen Staig Staig-Steinberg Stammbach Stammham Stapel Stapelfeld Starkenberg Starkenburg Starnberg Starzach Starzach-Wachendorf Stassfurt Staucha Staudernheim Staufen Staufenberg Staufenberg-Daubringen Staufenberg-Spiekershausen Stavenhagen Stavern Staßfurt Staßfurth Stederdorf Stedesand Stedten Steffenberg Steffenshagen Stegaurach Stegen Steigen Steigra Steimel Steimke Stein Steinach Steinau Steinau-Marborn Steinbach Steinbach-Hallenberg Steinberg Steinbergkirche Steinburg Steindorf Steinebach Steinebach/Wörthsee Steinefrenz Steinen Steinen-Lehnacker Steinenbronn Steinenstadt Steineroth Steinfeld Steinfurt Steinfurt-Borghorst Steingaden Steinhagen Steinhagen-Brockhagen Steinhagen-Zentrum Steinhausen Steinheid Steinheim Steinheim- Steinheim-Sandebeck Steinhorst Steinhude Steinhöfel Steinhöring Steinigtwolmsdorf Steiningen Steinkirchen Steinmauern Steinpleis Steinthaleben Steinweiler Steinwenden Steinwiesen Stelle Stelzenberg Stemshorn Stemwede Stendal Stephanskirchen Steppach Sternberg Sternebeck Sternenfels Sterup Stetten Stettfeld Steutz Steyerberg Stipshausen Stockach Stockdorf Stockelsdorf Stockheim Stockstadt Stockum-Püschen Stoetze Stolberg Stolberg-Donnerberg Stolk Stollberg Stolpe Stolpen Stolzenau Stolzenhagen Storbeck-Frankendorf Storkow Straelen Straeten Strahwalde Stralendorf Stralsund Strasburg Straubehardt-Conweiler Straubenhardt Straubing Straufhain/Linden Straupitz Strausberg Straußfurt Straußhof Straßberg Straßenhaus Straßkirchen Straßlach Straßlach-Dingharting Strehla Streithausen Striegistal Stromberg Strotzbüsch Struckum Strullendorf Struppen Struxdorf Ströbeck Stubben Stuer Stuhr Stuhr-Heiligenrode Stuhr-Neukrug Stutensee Stutensee- Stuttgart Stuttgart- Stuttgart-Degerloch Stuttgart-Vaihingen Stuttgart-Zazenhausen Stuttgart_Plieningen Stuvenborn Stätzling Stöckse Stödtlen Stönitz Stößen Stüde Stüdenitz Stüdenitz-Schönermark Stühlingen Stützengrün Suckow Suderburg Sugenheim Suhl Suhlendorf Sukow-Levitzow Suldzorf Sulingen Sulmingen Sulz Sulzbach Sulzbach-Laufen Sulzbach-Rosenberg Sulzbach/Murr Sulzbach/Saar Sulzfeld Sulzheim Sundern Sundhagen Surberg Surwold Sustrum Swistal-Odendorf Swisttal Swisttal-Buschhoven Swisttal-Odendorf Syke Syke-Barrien Sylt Sylt-Ost Sylt/ Sylt/Archsum Sylt/OT Syrau Syrgenstein Sächsische Söchtenau Sögel Söhlde Söhrewald Sölden Sömmerda Sörup Sötern Südbrookmerland Süderbrarup Süderdeich Süderende Süderfahrenstedt Südergellersen Süderhackstedt Süderhastedt Süderheistedt Süderholz Süderlügum Süderstapel Südharz Südkirchen Südliches Südlohn Südlohn-Oeding Südwinsen Sülfeld Sülzetal Süplingen Süpplingenburg Süsel Süsterseel Süttorf Süßen Taarstedt Taben-Rodt Tacherting Talhausen Talheim Talkau Talling Tambach Tamm Tamm-Hohenstange Tandern Tangerhütte Tangermünde Tangstedt Tann Tanna Tanne Tannenberg Tantow Tapfheim Tappenbeck Tarmstedt Tarnow Tarp Tarthun Tastrup Tating Taubenheim Tauberbischofsheim Taucha Tauche Tauer Taufkirchen Taufkirchen/ Taunusstein Taunusstein-Hahn Taunusstein-Wehen Taura Tautenhain Techentin Tecklenburg Tecklenburg-Stadt Tegernheim Tegernsee Teichwitz Teisendorf Teising Teisnach Telgte Tellig Tellingstedt Teltow Teltow-Fläming-Blankenfelde-Mahlow Temmen-Ringenwalde Temnitzthal Templin Tengen Teningen Teningen-Nimburg Tennenlohe Tensbüttel-Röst Tespe Tessenow Tessin Testorf-Steinfort Tetenbüll Tetenhusen Teterow Tettau Tettenweis Tettnang Teublitz Teuchern Teunz Teupitz Teuschnitz Teutschenthal Teutschenthal/Angersdorf Tewswoos Teßmannsdorf Thaden Thaining Thale Thaleischweiler Thaleischweiler-Fröschen Thalfang Thalfang-Bäsch Thalhausen Thalheim Thalheim/Erzgebirge Thallwitz Thalmassing Thalmässing Thannhausen Thanstein Tharandt Thekla Themar Theres Thiede Thierhaupten Thiersheim Thierstein Thiessow Tholey Tholey-Neipel Thomasburg Threna Thum Thumby Thundorf Thurmansbang Thyrnau Thüngen Thüngersheim Thüringen Tiddische Tiefenbach Tiefenbach-Ast Tiefenbronn Tiefenbronn- Tiefenbronn-Lehningen Tiefenort Tiefensee Tiefenthal Tielen Tierhaupten Timmendorfer Timmenrode Tinnum Tirpersdorf Tirschenreuth Titisee-Neustadt Titting Tittling Tittmoning Titz Titz-Ameln Todenbüttel Todendorf Todenroth Todesfelde Todtenweis Todtmoos Todtnau Tolk Tollwitz Tonna Toppenstedt Torgau Torgelow Tornesch Tostedt Tosterglope Traben Traben-Trabach Traben-Trarbach Trabitz Train Traitsching Tralau Tramm Trappenkamp Trassem Trassenheide Trauchgau Traumhaftes Traunreut Traunstein Traunwalchen Trautskirchen Travemünde Travenbrück Traventhal Trebbichau Trebbin Trebel Treben Trebendorf Trebgast Trebsen Trebsen/Mulde Trebur Trebur-Astheim Trechtingshausen Treffelstein Treffurt Treffurt/OT Treia Treis-Karden Tremsbüttel Tremsdorf Trendelburg Trennewurth Trent Treseburg Treuchtlingen Treuen Treuenbrietzen Triberg Tribseer Tribsees Triefenstein Trier Trier-Irsch Trierweiler Triftern Trillfingen Trimbs Trinum Trippstadt Trittau Trittenheim Trochtelfingen Trochtelfingen-Steinhilben Trogen Troisdorf Troisdorf-Bergheim Troisdorf-Sieglar Trossin Trossingen Trostberg Trulben Trusetal Tröndel Tröstau Tschernitz Tschirn Tucheim Tuchenbach Tuningen Tuntenhausen Turnow-Preilack Tussenhausen Tutow Tuttlingen Tutzing Tutzingen Twedt Twist Twistringen Töging Tönisvorst Tönning Töpchin Töpen Tübingen Tüddern Tülau Tülau-Voitze Türkenfeld Türkheim Türkheim-Irsingen Tüßling Ubstadt-Weiher Uchte Uckerfelde Uckerland Udenheim Udler Uebigau Uebigau-Wahrenbrück Uebigau-Warenbrück Uecker-Randow Ueckermünde Uedem Uehlfeld Uehrde Uelitz Uelsen Uelversheim Uelvesbüll Uelzen Uelzen-Veerssen Uersfeld Uetersen Uettingen Uetze Uetze-Dollbergen Uffenheim Uffing Uhingen Uhldingen Uhldingen-Mühlhofen Uhler Uhlstädt-Kirchhasel Uichteritz Ulm Ulm-Eggingen Ulmen Ulmet Ulrichstein Ulrichstein/Helpershain Ulsnis Umkirch Ummanz Ummendorf Ummern Undeloh Undenheim Undorf Unkel Unna Unnau Unterbreizbach Unterdietfurt Unterdießen Unteregg Untereisesheim Unterensingen Untereurach Unterföhring Untergiesing-Harlaching Untergriesbach Untergruppenbach Untergöhren Unterhaching Unterkirnach Unterloquitz Unterlüss Unterlüß Untermeitingen Untermeitingen/Lagerlechfeld Untermünkheim Unterneukirchen Unterpfaffenhofen Unterriexingen Unterschleißheim Unterschneidheim Untersiemau Unterspreewald Unterthingau Unterwössen Untrasried Unzenberg Upahl Upgant-Schott Uphusum Uplengen Urbach Urbach/ Urbar Urmersbach Ursberg Urspringen Usedom Usingen Uslar Ustersbach Utecht Utersum Uthleben Uthlede Uthmöden Utscheid Uttenreuth Uttenweiler Utting Uttlau VG VS-Schwenningen VS-Weigheim Vachdorf Vahlbruch Vahlde Vaihingen Vaihingen/Enz Vallendar Valley Valluhn Varel Vastorf Vaterstetten Vaterstetten-Baldham Vechelde Vechelde-Liedingen Vechta Veckenstedt Vehlefanz Vehlow Veitsbronn Veitshöchheim Velbert Velburg Velden Veldenz Velgast Vellahn Vellberg Vellmar Velpke Velpke-Meinkot Velten Veltheim Vendersheim Vennikel Verchen Verden Veringenstadt Verl Versmold Vetschau Vettelschoß Vettweiss Vettweiß Victorbur Viechtach Vielbach Vielbaum Vielist Vielitz Vienau Vienenburg Vienenburg-Weddingen Viereck Vieregge Viereth Vierhausen Vierherrenborn Vierkirchen Vierlinden Vierlinden/OTNeutempel Viernheim Viersen Vilgertshofen Vilingen Villenbach Villingen Villingen-Schwenningen Villingendorf Villmar Villmar-Aumenau Villmar-Weyer Villmar/ Vilsbiburg Vilseck Vilsheim Vilshofen Vinningen Vipperow Virneburg Visselhövede Vitzenburg Viöl Vlotho Voerde Voerde-Spellem Vogach Vogelsdorf Vogt Vogtsburg Vohburg Vohburg-Ortsteil Vohenstrauß Voigtsdorf Voigtstedt Volkenschwand Volkertshausen Volkesfeld Volkmarsen Vollersode Vollerwiek Volsemenhusen Volxheim Vorbach Vorbeck Vorderweidenthal Vordorf Vorsfelde Vorwerk Vossenack Vreden Vrees Vögelsen Vöhl Vöhl-Buchenberg Vöhrenbach Vöhringen Völkersbach Völklingen Völkshagen Völpke Völschow Vörstetten Waabs Waakirchen Wabern Wachau Wachenheim Wachenroth Wachtberg Wachtberg-Ließem Wachtberg-Pech Wachtberg-Villiprott Wachtendonk Wackernheim Wackerow Wackersdorf Waddeweitz Wadern Wadern-Wadrill Wadersloh Wadgassen Wadgassen-Differten Wadgassen-Werbeln Waffenbrunn Wagenfeld Waghäusel Waghäusel-Kirrlach Waghäusel-Wiesental Waging Wahlen Wahlheim Wahlitz Wahlstedt Wahrenholz Waiblingen Waibstadt Waibstadt-Daisbach Waidhofen Waigandshain Waischenfeld Wakendorf Walchum Wald Wald-Michelbach Waldachtal Waldachtal-Salzstetten Waldalgesheim Waldaschaff Waldau Waldbreitbach Waldbronn Waldbrunn Waldbrunn-OT Waldbröl Waldbunn Waldburg Waldböckelheim Walddorfhäslach Waldeck Waldems Waldenbuch Waldenburg Waldersee Waldershof Waldesch Waldfeucht Waldfeucht-Hontem Waldfischbach-Burgalben Waldhambach Waldhausen Waldheim Waldhufen Waldkappel Waldkappel-Hartmutsachsen Waldkirch Waldkirchen Waldkraiburg Waldleiningen Waldmohr Waldmünchen Waldniel-Ungerath Waldorf Waldrach Waldrohrbach Waldsee Waldshut Waldshut-Tiengen Waldsieversdorf Waldsolms Waldsteinberg Waldstetten Waldweiler Walheim Walkendorf Walkenried Walkertshofen Wallau Walldorf Walldürn Walle Wallenborn Wallenfels Wallenhorst Wallerfangen Wallerfangen-Gisingen Wallerfangen-Kerlingen Wallersdorf Wallerstein Wallertheim Wallgau Wallhalben Wallhausen Wallmenroth Wallmerod Wallsbüll Wallscheid Wallstawe Walluf Walluf-Oberwalluf Wallwitz Walmerod Walow Walpertskirchen Walsheim Walsleben Walsrode Waltenhofen Walternienburg Walterschen Waltersdorf Waltershausen Waltrop Walzbachtal Walzbachtal-Jöhlingen Wandersleben Wanderup Wandlitz Wanfried Wang Wangelnstedt Wangen Wangerland Wangerland/ Wangerland/Tettens Wangerooge Wankendorf Wanna Wanngen Wannweil Wanzleben Wanzleben-Börde Wapelfeld Warberg Warbsen Warburg Warburg- Wardenburg Wardow Waren Waren-Müritz Warendorf Warin Warlitz Warmensteinach Warmsroth Warnau Warnemünde Warnow Warpe Warstein Warstein- Wartenberg Warthausen Wartmannsroth Wartmannsroth-OT Wasbek Wasbüttel Wasenbach Wassenberg Wassenberg-Myhl Wasserburg Wasserkoog Wasserlosen Wasungen Wathlingen Wattenbek Wattenheim Watzerath Wawern Waxweiler Webelsfelde Wechselburg Wedderstedt Weddingstedt Wedel Wedel-Schulau Wedemark Wedemark-Brelingen Wedendorf Weener Weeze Wefensleben Weferlingen Wegberg Wegberg-Arsbeck Wegberg-Beeck Wegberg-Dalheim Wegberg-Klinkum Wegeleben Weggun Wehingen Wehr Wehretal Wehrheim Wehrheim-Obernhain Wehringen Weida Weiden Weidenbach Weidenberg Weidenhahn Weidenstetten Weidenthal Weidhausen Weiding Weiersbach/Daun Weikersheim Weil Weilar Weilbach Weilburg Weilburg- Weilburg-Hirschhausen Weiler Weiler-Simmerberg Weilerbach Weilerswist Weilheim Weilheim-Bannholz Weilimdorf Weilmünster Weilmünster- Weilmünster-Laubuseschbach Weilmünster/ Weilrod Weilrod-Alweilnau Weilrod-Riedelbach Weiltingen Weimar Weimar/ Weinbach Weinbach-Blessenbach Weinbach-Edelsberg Weinbergen Weinböhla Weingarten Weinheim Weinheim-Sulzbach Weinolsheim Weinsberg Weinsheim Weinstadt Weinstadt-Beutelsbach Weinähr Weira Weischlitz Weisdin Weisel Weisen Weisenbach Weisendorf Weisenheim Weiskirchen Weiskirchen-Weierweiler Weismain Weissach Weissach-Flacht Weissenstadt Weitendorf Weitersborn Weitersburg Weiterstadt Weiterstadt-Gräfenhausen Weitersweiler Weitnau Weitramsdorf Weißandt-Gölzau Weißbach Weißdorf Weißenberg Weißenborn Weißenborn-Rambach Weißenburg Weißenfels Weißenfels/OT Weißenhorn Weißensee Weißenstadt Weißenthurm Weißwasser Welden Welle Wellen Wellendingen Wellheim Wellheim-Konstein Wellsee Welmbüttel Welschbillig Welschingen Welschneudorf Welsleben Welt Weltersburg Welver Welzheim Welzow Wemding Wemmetsweiler Wendeburg Wendehausen Wendelsheim Wendelstein Wenden Wendener Wendisch Wendlingen Wendtorf Wenkheim Wennigsen Wenningstedt Wenningstedt-Braderup Wensin Wentorf Wentow Wenzenbach Wenzendorf Wenzendorf-Dierstorf Wenzlow Werbach-Niklashausen Werda Werdau Werder Werder/ Werder/Havel Werdohl Werdum Werl Werl-Hilbeck Werlaburgdorf Wermelskirchen Wermsdorf Wernau Wernberg-Köblitz Wernburg Werne Wernersberg Werneuchen 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0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0

7984 rows × 10055 columns

As a result, we have a dataframe containing all suitable columns for a correlation matrix and following multiple linear regression.

In [22]:
# clean_df.to_csv('LIWC_Immoscout_full_integer_dataset.csv')

5. Correlation Matrix

Due to the large size of the dataset, the pandas correlation function would get stuck. Therefore, the more efficient numpy is utilized to create the correlation matrix.

In [23]:
def corr_closure(df):
    d = clean_df.values
    sums = d.sum(0, keepdims=True)
    stds = d.std(0, keepdims=True)
    n = d.shape[0]

    def corr(k=0, l=10):
        d2 = d.T.dot(d[:, k:l])
        sums2 = sums.T.dot(sums[:, k:l])
        stds2 = stds.T.dot(stds[:, k:l])

        return pd.DataFrame((d2 - sums2 / n) / stds2 / n,
                            clean_df.columns, clean_df.columns[k:l])

    return corr
In [24]:
corr = corr_closure(clean_df)

corr_matrix = corr(0, 10055)
In [25]:
y = pd.DataFrame(corr_matrix)
y
Out[25]:
Kaufpreis Anzahl_zimmer Wohnflaeche (in m²) Grundstueck (in m²) timetosell Flaeche_km2 Einwohner Men Women Population_density Average_income WC Analytic Clout Authentic Tone WPS Sixltr Dic ppron i we you shehe they affect posemo negemo anx anger sad social family friend female male cogproc insight cause discrep tentat certain differ percept see hear feel drives affiliation achieve power reward risk focuspast focuspresent focusfuture work leisure home money relig death informal swear netspeak assent nonflu Bauernhaus Besondere Immobilie Bungalow Burg/Schloss Doppelhaushälfte Einfamilienhaus (freistehend) Mehrfamilienhaus Reiheneckhaus Reihenmittelhaus Villa Wohnimmobilie (sonstige) A A+ B C D E F G H Abbruchreif Erstbezug Erstbezug nach Sanierung Gepflegt Modernisiert Nach Vereinbarung Neuwertig Renovierungsbedürftig Saniert Vollständig renoviert 1058 1070 1111 1195 1245 1254 1265 1299 1309 1340 1355 1390 1400 1411 1416 1423 1426 1439 1456 1470 1480 1489 1490 1492 1496 1500 1501 1502 1503 1504 1506 1509 1513 1520 1523 1527 1530 1533 1540 1542 1549 1550 1553 1555 1556 1557 1565 1568 1569 1570 1577 1578 1580 1581 1582 1584 1590 1595 1596 1599 1600 1601 1602 1604 1606 1608 1609 1611 1614 1615 1617 1618 1620 1621 1622 1623 1625 1626 1628 1630 1634 1635 1636 1637 1639 1640 1642 1644 1645 1646 1648 1650 1652 1653 1654 1655 1660 1665 1666 1667 1670 1672 1674 1679 1680 1682 1685 1686 1687 1688 1689 1690 1691 1692 1694 1696 1697 1698 1699 1700 1701 1703 1707 1708 1710 1711 1712 1713 1714 1715 1716 1719 1720 1721 1722 1724 1725 1726 1727 1728 1729 1730 1732 1733 1735 1736 1737 1738 1739 1740 1741 1742 1743 1744 1745 1746 1747 1749 1750 1751 1752 1753 1754 1755 1756 1757 1758 1759 1760 1761 1763 1764 1765 1766 1767 1768 1769 1770 1771 1772 1773 1774 1775 1776 1777 1778 1779 1780 1781 1782 1783 1784 1785 1786 1787 1788 1789 1790 1791 1792 1793 1794 1795 1796 1797 1798 1799 1800 1801 1802 1803 1804 1805 1806 1807 1808 1809 1810 1811 1812 1813 1814 1815 1816 1817 1818 1819 1820 1821 1822 1823 1824 1825 1826 1827 1828 1829 1830 1831 1832 1833 1834 1835 1836 1837 1838 1839 1840 1841 1842 1843 1844 1845 1846 1847 1848 1849 1850 1851 1852 1853 1854 1855 1856 1857 1858 1859 1860 1861 1862 1863 1864 1865 1866 1867 1868 1869 1870 1871 1872 1873 1874 1875 1876 1877 1878 1879 1880 1881 1882 1883 1884 1885 1886 1887 1888 1889 1890 1891 1892 1893 1894 1895 1896 1897 1898 1899 1900 1901 1902 1903 1904 1905 1906 1907 1908 1909 1910 1911 1912 1913 1914 1915 1916 1917 1918 1919 1920 1921 1922 1923 1924 1925 1926 1927 1928 1929 1930 1931 1932 1933 1934 1935 1936 1937 1938 1939 1940 1941 1942 1943 1944 1945 1946 1947 1948 1949 1950 1951 1952 1953 1954 1955 1956 1957 1958 1959 1960 1961 1962 1963 1964 1965 1966 1967 1968 1969 1970 1971 1972 1973 1974 1975 1976 1977 1978 1979 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 A-Ebingen AHRENSBURG ALTENSTADT ALZEY Aachen Aachen-Kornelimünster Aachen-Walheim Aalen Aalen-Unterkochen Aalen-Wasseralfingen Aarbergen Abbenrode Abbesbüttel Abenberg Abensberg Absberg Abstatt Abtsgmünd Abtshagen Achern Achim Achim-Baden Achkarren Achmühle Achstetten Acht Achtelsbach Achterwehr Achtrup Adelberg Adelebsen Adelheide Adelheidsdorf Adelmannsfelden Adelsdorf Adelsheim Adelshofen Adelsried Adelzhausen Adenau Adenbüttel Adendorf Adenstedt Adlkofen Admannshagen-Bargeshagen Adorf Adorf/Vogtland Aebtissinwisch Aerzen Affalterbach Aglasterhausen Ahaus Ahaus-Ottenstein Ahaus-Wessum Ahausen Ahlbeck Ahlden Ahlen Ahlen-Vorhelm Ahlerstedt Ahlsdorf Ahnatal Ahnsbeck Ahnsen Aholfing Aholming Ahorn Ahorn-Berolzheim Ahornberg Ahrbrück Ahrensburg Ahrensbök Ahrensfelde Ahrensfelde-Blumberg Ahrenshagen Ahrenshagen-Daskow Ahrenshoop Ahrenviöl Ahrweiler Aicha Aichach Aichhalden Aichtal Aichtal-Neuenhaus Aichwald Aichwald-Schanbach Aidenbach Aidlingen Ailertchen Ailterchen Aindling Aistaig Aiterhofen Aitrach Aken Albbruck Albeck Albersdorf Albershausen Albersweiler Albertshofen Albingshausen Albisheim Albstadt Albstadt-Ebingen Albstadt-Lautlingen Albstadt-Onstmettingen Albstadt-Tailfingen Aldenhoven Aldersbach Aldingen Alfdorf Alfeld Alfeld(Leine) Alfeld-Brunkensen Alfeld/Leine Alfhausen Alflen Alfstedt Alfter Alfter-Impekoven Alfter-Oedekoven Alfter-Witterschlick Algermissen Alheim Alheim-Heinebach Aligse Alikendorf Allenbach Allendorf Allensbach Alleringersleben Allersberg Allershausen Alling Allmannshofen Allmendingen Allmersbach Allrode Allstedt Almersbach Alpen Alpenrod Alpirsbach Alsbach-Hähnlein Alsdorf Alsdorf-Blumenrath Alsdorf-Zopp Alsenz Alsfeld Alsheim Alsleben Alstätte Alt Alt-Glienicke Altbach Altbach-Losburg Altdorf Altdöbern Altefähr Alteglofsheim Alten-Buseck Altena Altenahr Altenau Altenbeken Altenberg Altenberge Altenbuch Altenburg Altendiez Altendorf Altenglan Altengottern Altenhausen Altenhof Altenholz Altenkessel Altenkirchen Altenkrempe Altenkunstadt Altenmarkt Altenmedingen Altenmünster Altenpleen Altenriet Altenstadt Altenstadt-Illereichen Altenstadt-Untereichen Altenstadt-Waldsiedlung Altensteig Altensteig-Wart Altenthann Altentreptow Altenwalde Alterkülz Alterkülz/Kastellaun Altfraunhofen Altgandersheim Altheim Altheim-Essenbach Althengstett Althengstett/Neuhengstett Althenstett Althornbach Althütte Althüttendorf Altingen Altjessnitz Altkalen Altlandsberg Altlay Altleiningen Altlußheim Altmannstein Altmannstein-Mendorf Altmärkische Altomünster Altranft Altrip Altshausen Altstadt Altstrelitz Altusried Altwigshagen Altötting Alzenau Alzey Alzey-Heimersheim Alzey-Weinheim Alzey-Worms Alzheim Am Amberg Amelinghausen Amerdingen Ammerbuch Ammersbek Ammerthal Amorbach Ampfing Ampfurt Ampleben Amstetten Amt Amöneburg Andechs Anderbeck Andernach Angelbachtal Angelburg Angelburg-Lixfeld Anger Angermünde Angersdorf Anhalt-Bitterfeld Anhausen Ankershagen Anklam Ankum Annaberg Annaberg-Buchholz Annaburg Annahütte Annweiler Anrode Ansbach Antdorf Antrifttal Antweiler Apelern Apen Apenburg Apensen Apfeldorf Apfeltrach Apolda Appel Appen Appenweier Appertshofen Archsum Arendsee Aresing Arft Argenbühl Argenschwang Argenthal Arkebek Armstorf Arnbruck Arneburg Arnsberg Arnsberg- Arnsberg-Arnsberg Arnsberg-Voßwinkel Arnschwang Arnsdorf Arnstadt Arnstein Arnstorf Arrach Arsten Artern Artern/Unstrut Artlenburg Arzbach Arzberg Arzfeld Asbach Asbach-Bäumenheim Aschaffenburg Aschau Ascheberg Ascheberg-Herbern Ascheffel Aschendorf Aschersleben Asendorf Aspenstedt Asperg Aspisheim Asslar Atenstadt Attendorn Attenhofen Attenkirchen Attenweiler Attenweiler-Rupertshofen Atzelgift Atzendorf Au Aubing Aubstadt Auderath Aue Aue- Aue-Bad Auen Auenwald Auerbach Auerbach/Vogtland Auernheim Auerswalde Auetal Auetal-Rehren Augsburg Augsburg-Bärenkeller Augustdorf Augustusburg Auhagen Aukrug Aulendorf Aulosen Auma Auma-Weidatal Aumühle Aurach Aurachtal Aurich Ausleben Auw Aventoft Averlak Axstedt Aying Ayl Aystetten Aßlar Aßlar-Ortsteil Aßlar-Werdorf B BAD BD-Öfingen BERLIN Baar Baar-Ebenhausen Baar-Oberbaar Babenhausen Babensham Bach Bacharach Bachhagel Backnang Bad Bad-Breisig Bad-Rippoldsau-Schapbach Badbergen Baddeckenstedt Badeborn Baden Baden-Baden Baden-Baden-Steinbach Baden-Württemberg Badendorf Badenweiler Badra Baesweiler Baesweiler-Beggendorf Baesweiler-Setterich Bahlingen Bahrdorf Bahrenborstel Bahretal Baienfurt Baierbach Baierbrunn Baiern Baiersbronn Baiersdorf Baindt Baldham Balesfeld Balge Balgheim Balingen Balingen-Dürrwangen Balingen-Frommern Balingen-Heselwangen Balingen-Zillhausen Balje Ballendorf Ballenstedt Ballhausen Ballrechten-Dottingen Balve Balzhausen Bamberg Bammental Bandau Bandekow Bandelin Bandenitz Bann Bannberscheid Bannewitz Barbing Barby Barchfeld-Immelborn Bardowick Barenburg Barendorf Bargau Bargenstedt Bargfeld-Stegen Bargischow Bargstall Bargstedt Bargteheide Bargum Barkenholm Barleben Barlt Barmke Barmstedt Barner Barnim-Wandlitz Barnin Barnitz Barnstädt Barntrup Barsbek Barsbüttel Barsinghausen Barsinghausen-Goltern Barsinghausen-Kirchdorf Barsinghausen-Langreder Bartenshagen Bartenshagen-Parkentin Barth Bartholomä Bartow Barum Baruth Baruth/Mark Barßel Basedow Bassenheim Bassum Basthorst Bastorf Battenberg Battweiler Baumholder Baunatal Bautzen Bayerbach Bayerfeld-Steckweiler Bayerisch Bayern Bayreuth Bebenhausen Bebra Becherbach Bechhofen Bechstedt-Wagd Bechtheim Beckdorf Beckedorf Beckeln Beckerwitz Beckingen Beckingen-Honzrath Beckingen-Saarfels Beckum BeckumBeckum Bedburg Bedburg-Grottenherten Bedburg-Hau Bedburg-Kaster Bedburg-Königshoven Beedenbostel Beelen Beelitz Beerfelden Beesenstedt Beeskow Beetzendorf Beetzsee Beggerow Behrensdorf Behrenshagen Behrenwalde Beidendorf Beidenfleth Beiersdorf Beiersdorf-Freudenberg Beierstedt Beilngries Beilrode Beilstein Beimerstetten Beindersheim Beinerstadt Beldorf Belgern Belgern-Schildau Belgernshain Belgershain Bell Bellenberg Bellheim Bellingen Belm Beltheim Beltheim-Frankweiler Belum Belzig Bempflingen Bendestorf Bendfeld Bendorf Bengel Benitatxell Benitz Benneckenstein Bennewitz Benningen Bensdorf Bensheim Bensheim-Gronau Benthe Bentwisch Bentzin Benz Beratzhausen Berching Berchtesgaden Berenbrock Berg Berg-Kempfenhausen Berg/Sibichhausen Berga Berge Bergen Bergenhausen Bergenhusen Bergfeld Bergheim Bergheim-Glessen Bergheim-Kenten Bergheim-Quadrath-Ichendorf Bergheim-Zieverich Berghülen Bergisch Bergisch-Gladbach Bergkamen Bergkamen- Bergkamen-Overberge Bergkirchen Berglen Bergneustadt Bergrheinfeld Bergsich Beringstedt Berk Berka/Werra Berkatal Berkenbrück Berkheim Berkholz-Meyenburg Berl.10 Berlichingen Berlin Berlin- Berlin-Alt-Hohenschönhausen Berlin-Altglienicke Berlin-Biesdorf Berlin-Blankenburg Berlin-Bohnsdorf Berlin-Buckow Berlin-Dahlem Berlin-Frohnau Berlin-Gropiusstadt Berlin-Heiligensee Berlin-Hellersdorf Berlin-Karolinenhof Berlin-Karow Berlin-Kaulsdorf Berlin-Kladow Berlin-Lichtenrade Berlin-Lichterfelde Berlin-Lichterfelde-Ost Berlin-Mahlsdorf Berlin-Mariendorf Berlin-Marzahn Berlin-Müggelheim Berlin-Neukölln Berlin-Niederschönhausen Berlin-Pankow Berlin-Rahnsdorf Berlin-Rudow Berlin-Spandau Berlin-Staaken Berlin-Steglitz Berlin-Tegel Berlin-Treptow Berlin-Wannsee Berlin-Zehlendorf Bermatingen Bermbach Bermel Bernau Bernburg Berndorf Berne Bernhardswald Bernitt Bernkastel Bernkastel-Kues Bernkastel-Wittlich Bernried Bernsdorf Bernstadt Bernstein Bernterode Berschweiler Bersenbrück Berthelsdorf Bertsdorf-Hörnitz Berumbur Berwangen Berzhahn Berzhausen Bescheid Besdorf Beselich Beselich-Obertiefenbach Beselin Besigheim Bessenbach Bestensee Bestwig Betheln Betteldorf Bettenfeld Bettingen Betzdorf Betzendorf Betzenweiler Betzigau Beuren Beutelsbach Bevern Beverstedt Beverungen Bexbach Bexbach-Frankenholz Bexbach-Höchen Biberach Biberbach Bibertal Bibertal-Bühl Biblis Bickenbach Bidingen Biebelried Biebelsheim Bieberehren Biebergemünd Biebergemünd-Bieber Biebergemünd-Lanzingen Biebertal Biebesheim Biedenkopf Biedenkopf-Eckelshausen Biedenkopf-Kombach Biedenkopf-Wallau Biederbach Biederitz Biedershausen Bielefeld Bielefeld-Quelle Bielefeld-Vlotho Biendorf Bienenbüttel Biere Biersdorf Biesdorf Bieselsberg Biesenthal Biessenhofen Bietigheim Bietigheim-Bissingen Bietigheim-Bissingen-Bietigheim Billerbeck Billigheim Billigheim-Allfeld Billigheim-Ingenheim Bilsen Bilshausen Bilzingsleben Bindlach Bingen Bingenheim Binnen Binsfeld Binz Binzen Bippen Birenbach Birgel Birgland Birken-Honigsessen Birkenau Birkenau- Birkenbeul Birkenfeld Birkenfeld-Gräfenhausen Birkenheide Birkenhördt Birkenwerder Birnbach Birstein Birstein-Lichenroth Bischberg Bischbrunn Bischoffen Bischofferode Bischofrod Bischofsgrün Bischofsheim Bischofsmais Bischofswerda Bisingen Bismark Bispingen Bispingen-Steinbeck Bissendorf Bitburg Bitterfeld Bitterfeld-Wolfen BitterfeldWolfen Bittkau Bitz Blaichach Blankenbach Blankenberg Blankenburg Blankenfelde Blankenfelde-Mahlow Blankenhagen Blankenhain Blankenheim Blankenheim-Lommersdorf Blankenheim-Rohr Blankenhof Blankenrath Blankensee Blankenstein Blaubach Blaubeuren Blaubeuren/OT Blaufelden Blaustein Bleckede Bleckenstedt Bleckhausen Bleialf Bleicherode Blekendorf Bliedersdorf Bliesdorf Blieskastel Blieskastel- Blindheim Blomberg Blowatz Blumberg Blumenholz Blunk Blösien Bobbau Bobengrün Bobenheim Bobenheim-Roxheim Bobenthal Bobingen Bobingen-Straßberg Bobritzsch Bobritzsch-Hilbersdorf Bobzin Bochin Bocholt Bocholt-Barlo Bochum Bochum-Dahlhausen Bochum-WAT-Höntrop Bockau Bockenau Bockenem Bockenem-Ortshausen Bockenheim Bockhorn Bockhorn-Ellenserdamm Bockhorst Bocksberg Bodelshausen Bodelwitz Bodenbach Bodenfelde Bodenkirchen Bodenmais Bodenwerder Bodenwöhr Bodman Bodman-Ludwigshafen Bodnegg Bodolz Bogen Bohmstedt Bohmte Boiensdorf Boitze Boitzenburg Boizenburg Boizenburg/Elbe Bokel Bokensdorf Bokholt Boksee Bolanden Boldekow Bollendorf Bollensen Bollewick Boltenhagen Bomlitz Bondorf Bongard Bonn Bonn-Bad Bonn-Beuel Bonn-Friesdorf Bonn-Lengsdorf Bonndorf Bonstetten Boock Bookholzberg Boos Boostedt Bopfingen Bopfingen/Ot Boppard Boppard-Weiler Borchen Bordesholm Boren Borgentreich Borgentreich-Bühne Borgentreich-Manrode Borgholzhausen Borgstedt Borgwedel Borken Borken-Burlo Borken-Gombeth Borkenwirthe/Burlo Borkheide Borkow Borkum Borkwalde Borler Born Borna Borne Bornhagen Bornheim Bornheim-Hersel Bornheim-Sechtem Bornhöved Bornstedt Borod Borrentin Borsdorf Borsfleth Borstel Borstel-Hohenraden Borstendorf Borstorf Borxleben Bosau Bosen Bosenbach Bosenbach-Friedelhausen Bothel Bottenbach Bottendorf Bottrop Bous Bovenden Boxberg Boxberg-Kupprichhausen Boxberg-Schwabhausen Boxberg-Untershüpf Braak Brachbach Brachtal Brachttal Brachwitz Brackel Brackenheim Brackenheim-Botenheim Brackenheim-Meimsheim Brackstedt Braderup Brahlstorf Brake Brakel Brakel-Hembsen Bramsche Bramstedt Bramstedtlund Brand Brand-Erbisdorf Brande-Hörnerkirchen Brandenburg Brandenburg-Beetzsee Brandis Brandscheid Brannenburg Branschweig Braubach Brauneberg Braunfels Braunfels-Tiefenbach Braunlage Braunsbach Braunsbedra Braunschweig Braunschweig-Hondelage Braunschweig-Mascherode Braunschweig-Watenbüttel Braunsdorf Braunshorn Brauweiler Brechen Brechen-Niederbrechen Breckerfeld Breddin Bredenfelde Bredstedt Breege Breese Breesen Brehna Breidenbach Breidenbach-Kleingladenbach Breidenbach-Wiesenbach Breiholz Breisach Breit Breitbrunn Breitenbach Breitenberg Breitenbrunn Breitenbrunn-Bedernau Breitenbrunn/Erzgeb. Breitenburg Breitenfeld Breitenfelde Breitengüßbach Breitenhagen Breitenthal Breitenworbis Breitnau Breitscheid Breitscheidt Breitungen Brekendorf Breklum Bremen Bremen-Kattenturm Bremen/Alt-Osterholz Bremen/Farge Bremen/Hastedt Bremen/Neue Bremen/Walle Bremerhaven Bremerhaven-Wulsdorf Bremervörde Brenken Brennberg Brensbach Brest Breternitz Bretleben Bretnig Bretnig-Hauswalde Bretten Bretten-Diedelsheim Brettin Bretzenheim Bretzfeld Breuberg Breuna Brevörde Breydin Brickeln Briedel Brielow Brieselang Brieskow-Finkenheerd Brietlingen Brietzig Brilon Brilon-Wald Britz Brockel Brockum Brodersby Broderstorf Brohl-Lützing Brokdorf Brokstedt Brombachtal Brombachtal/Böllstein Brome Bromskirchen Bronkow Brotterode-Trusetal Bruchertseifen Bruchhausen-Vilsen Bruchköbel Bruchmühlbach Bruchmühlbach-Miesau Bruchsal Bruchsal-Heidelsheim Bruchweiler Bruchweiler-Bärenbach Bruck Bruckberg Bruckmühl Brunaschweig Brunn Brunnen Brunnthal Brunow Brunsbek Brunsbek-Langelohe Brunsbüttel Bruschied Brusow Bräuningshof Bräunlingen Bröckel Brück Brücken Brüel Brüggen Brüggen-Born Brüggen-Bracht Brühl Brühl-Rohrhof Brünn Brüsewitz Brüssow Bubenheim Bubenreuth Bubesheim Bubsheim Buch Bucha Buchbach Buchberg Buchdorf Buchen Buchen-Bödigheim Buchen-Götzingen Buchen/Hettingen Buchenberg Buchenberg-Kreuzthal Buchet Buchholz Buchholz-Holm-Seppensen Buchholz-Trelde Buchloe Buchwalde Buckow Budenheim Buende Bugewitz Buggenhagen Buggingen Buggingen-Seefelden Buisdorf Bullay Bullendorf/ Bunde Bundenbach Bunsoh Burbach Burg Burg-Parchau Burg-Schartau Burgau Burgbrohl Burgbrohl-Lützingen Burgdorf Burgdorf-Ehlershausen Burgebrach Burgen Burgfarrnbach Burghaslach Burghaun Burghausen Burgheim Burgkirchen Burgkunstadt Burglengenfeld Burgoberbach Burgrieden Burgrieden-Rot Burgschwalbach Burgsolms Burgstall Burgstädt Burgthann Burgwald Burgwedel Burgwedel-Engensen Burgwindheim Burhave Burkardroth Burkardroth-OT Burkau Burkersdorf Burkhardtsdorf Burladingen Burladingen-Gauselfingen Burow Burscheid Burtenbach Buschhoven Buschmühlen Buschvitz Busdorf Buseck Busenberg Busenwurth Butjadingen Buttstädt Butzbach Butzow Buxheim Buxtehude Bächingen Bäk Bärenbach Bärenstein Bärnau Bärwalde Bärweiler Böbing Böbingen Böblingen Böbrach Böel Böhl-Iggelheim Böhlen Böhme Böhmenkirch Böklund Bönebüttel Bönen Bönnigheim Bönningstedt Börde-Hakel Bördeland Börger Börgerende Börgerende-Rethwisch Börnichen Börnicke Börnsen Börwang Börßum Bösel Böttingen Bötzow Büchel Büchen Büchenbach Büchenbeuren Büchlberg Bückeburg Bückeburg-Bergdorf Büddenstedt Büdelsdorf Büdingen Büdingen-Rohrbach Büdingen-Vonhausen Bühl Bühl-Stadtteil Bühlertal Bühlertann Bühlerzell Bühnsdorf Bühren Bünde Büren Bürgel Bürgeln Bürstadt Büschdorf Büschfeld Büsingen Büsum Büsumer Bütlingen Büttelborn Büttelborn-Worfelden Büttelkow Bütthard Bützow Caan Cadenberge Cadolzburg Calau Calbe Calberlah Calden Callbach Callenberg Calvörde Calw Calw-Stammheim Cambs Cammin Can Capdepera Capelle Cappeln Carlow Carlsberg Carlsfeld Carpin Casekow Castell Castrop Castrop-Rauxel Cavertitz Celle Celle-Klein Celle-Westercelle Cham Chemnitz Chieming Chorin Christgrün Christiansholm Clausen Clausthal Clausthal-Zellerfeld Claußnitz Cleebronn Clenze Cloppenburg Coburg Cochem Cochem-Zell Coesfeld Coesfeld-Lette Colbitz Colditz Collenberg Collenberg-Reistenhausen Colmberg Colmnitz Contwig Coppenbrügge Coppengrave Cornberg Coswig Cottbus Crailsheim Cramberg Cramonshagen Creglingen Cremlingen Creuzburg Creußen Crimmitschau Crinitz Crinitzberg Crispendorf Crivitz Crostau Crostwitz Crottendorf Cunewalde Cunnersdorf Cuxhaven Cuxhaven-Döse Cxuhaven Cämmerswalde Cölbe Cölpin Daaden Dabel Daberkow Dachau Dachsenhausen Dackenheim Dagebüll Dahlem Dahlem-Schmidtheim Dahlen Dahlenberg Dahlenburg Dahlewitz Dahlheim Dahme Dahme-Spreewald-Eichwalde Dahme-Spreewald-Teupitz Dahme/Mark Dahmen Dahn Dahnen Daisendorf Dalberg Dalheim Dalldorf Dallgow Dallgow-Döberitz Damendorf Damflos Damm Dammbach Damme Damp Damsdorf Damshagen Dankmarshausen Dannau Danndorf Dannenberg Dannenberg-OT Dannenbüttel Dannenfels Dannenwalde Dannewerk Dannstadt-Schauernheim Dansenberg Dardesheim Dargow Dargun Darlingerode Darmstadt Darmstadt-Dieburg Dasing Dassel Dassendorf Dassow Datteln Dattenberg Datzeroth Datzetal Daubach Daun Daun-Gillenfeld Dausenau Dautmergen DautphetaL Dautphetal Dauwelshausen Daxweiler Dechow Dedeleben Dedelstorf-Allersehl Deersheim Deesen Deggemdorf Deggendorf Deggenhausertal Deggenhausertal-Urnau Deggingen Deidesheim Deilingen Deimberg Deining Deiningen Deinste Deisenhofen Deisslingen-Lauffen Deizisau Deißlingen Delbrück Delingsdorf Delitzsch Dellfeld Delligsen Dellstedt Delmenhorst Delve Demen Demitz-Thumitz Demling-Großmehring Demmin Denkendorf Denklingen-Landsberg Denkte Densdorf Denstorf Dentlein Denzlingen Derben Derenburg Derental Dermbach Dernbach Dersau Derschen Dersekow Dersum Dertingen Dessau Dessau-Roßlau Dessau-Waldersee Dessau_Roßlau Dessow Detern Detmold Detmold- Detmold-Berlebeck Detmold-Hornoldendorf Dettelbach Dettelbach/Bibergau Dettenhausen Dettenheim Dettenheim-Liedolsheim Dettenheim/ Dettighofen Dettighofen-Baltersweil Dettingen Dettingen/Erms Dettmannsdorf Deuben Deuerling Deuselbach Deutsch Deutscheinsiedel Deutschland Deutschland-Hirschberg Deutschneudorf Dexheim Deyelsdorf Dhronecken Dickesbach Didderse Diebach Dieblich Dieburg Diedersdorf Diedesfeld Diedorf Diedorf-Lettenbach Diedrichshagen Diehsa Diekhof Diekholzen Diekusen-Fahrstedt Dielheim Dielmissen Diemelsee Diemelstadt Diemelstadt-Wrexen Diepenau Diepholz Diera-Zehren Dierbach Dierdorf Dierhagen Dierscheid Diesdorf Dieskau Diespeck Diessen Dietenheim Dietersburg Dietersheim Dieterskirchen Dietfurt Dietingen Dietmannsried Dietrichingen Dietzenbach Dietzhausen Dietzhölztal Dietzhölztal-Ewersbach Dietzhölztal-Rittershausen Diez Dießen Dill Dillenburg Dillenburg-Donsbach Dillenburg-Niederscheld Dillendorf Dillhausen Dillingen Dillingen/ Dillingen/Saar Dimbach Dingden Dingelstedt Dingelstädt Dingen Dingolfing Dinkelsbühl Dinkelscherben Dinklage Dinslaken Dintenhofen Dippach Dippmannsdorf Dippoldiswalde Dirmstein Dischingen Dissen Dissenchen Ditfurt Ditscheid Dittelbrunn Dittelsheim-Hessloch Dittelsheim-Heßloch Dittenheim Dittmannsdorf Ditzingen Ditzingen-Heimerdingen Ditzingen-Schöckingen Divitz-Spoldershagen Dobbeln Dobbertin Dobbin-Linstow Dobel Doberlug-Kirchhain Doberschau-Gaußig Doberschütz Dockweiler Dogern Dohma Dohna Dohren Dolgesheim Dollbergen Dollenchen Dollendorf Dollerup Dollnstein Dombühl Domersleben Dommitzsch Domsdorf Donaueschingen Donaustauf Donauwörth Donnersdorf Donsieders Donzdorf Dorf Dorfen Dorfhain Dorfprozelten Dormagen Dormagen-Rheinfeld Dorn-Dürkheim Dornburg Dornburg-Camburg Dornburg-Wilsenroth Dorndorf Dorndorf-Steudnitz Dornhan Dornhan-Marschalkenzimmern Dornstadt Dornstetten Dornstetten-Aach Dornum Dornumersil Dorsheim Dorstadt Dorsten Dorsten-Rhade Dortmund Dortmund-Bittermark Dortmund-Lütgendortmund Dortmund-Mitte Dotternhausen Drage Dragun Drais Drangstedt Dransfeld Dranske Drebach Drebkau Dreetz Drei Dreieich Dreieich-Dreieichenhain Dreieichenhain Dreifelden Dreiheide Dreikirchen Dreis-Brück Dreisen Drelsdorf Drensteinfurt Drensteinfurt-Walstedde Dreschvitz Dresden Drestedt Drewin Dreye Drieberg Driedorf Drispeth Drochtersen Drolshagen Droschka Droyßig Ducherow Duchroth Dudeldorf Dudenhofen Duderstadt Dudweiler Dudweiler-Herrensohr Duggendorf Duingen Duisburg Duisburg-Baerl Duisburg-Hochheide Dummerdorf Dummersdorf Dummerstorf Dungelbeck Dunningen Dunsum Dunum Dunzweiler Durmersheim Durmserheim Dutzow Dußlingen Dägeling Dähre-Bonese Dämelow Dänischenhagen Dänkritz Döbbersen Döbeln Döbern Döhlau Dölbau Döllstädt Dömitz Dörentrup Dörfles-Esbach Dörnberg Dörnitz Dörpen Dörpling Dörpstedt Dörpum Dörrenbach Dörscheid Dörth Dörverden/ Dörzbach Dötlingen Dülken Dülmen Dülmen-Buldern Dümmer Dümpelfeld Düngenheim Dünsen Dürbheim Düren Düren-Arnoldsweiler Düren-Birkesdorf Düren-Hoven Düren-Merken Dürmentingen Dürrenberg Dürrlauingen Dürrröhrsdorf-Dittersbach Dürrwangen Düsseldorf Düsseldorf-Flehe Düsseldorf-Hubbelrath Düsseldorf-Oberkassel Düsseldorf-Unterbach Düsseldorf-Wersten Düsseldorf-Wittlaer Düvier EICH EUPEN Ebelsbach Ebenhausen Ebensfeld Ebenweiler Eberbach Eberdingen Eberdingen-Nussdorf Eberfing Ebergötzen Eberhardzell Ebern Ebersbach Ebersbach- Ebersbach-Neugersdorf Ebersberg Ebersdorf Ebersried Ebersried/ Eberstadt Eberswalde Ebertshausen Ebertsheim Ebhausen Ebingen Ebrach Ebringen Ebsdorfergrund Ebstorf Echem Eching Echzell Echzell-Bingenheim Eckardroth Eckardtshausen Eckartsberga Eckelsheim Eckenroth Eckental Eckental-Eckenhaid Eckernförde Eckersdorf Eckersweiler Eckhorst Ecklak Eddelak Edemissen Edemissen-OT Edenkoben Edermünde Edermünde-Besse Edersleben Edertal Edertal-Kleinern Edesheim Edewecht Edger-Eller Ediger Ediger-Eller Edingen-Neckarhausen Edling Effeltrich Efringen-Kirchen Egeln Egelsbach Egenhausen Egenhofen Egestorf Eggebek Eggenfelden Eggenstedt Eggenstein Eggenstein-Leopoldshafen Eggenthal Eggersdorf Eggesin Eggingen Egglham Egglkofen Eggolsheim Eggstedt Eggstätt Eging Eglharting Egloffstein Eglofs Egmating Egweil Ehekirchen Ehekirchen-Weidorf Ehingen Ehlenz Ehlershausen Ehlscheid Ehningen Ehra Ehra-Lessien Ehrenkirchen Ehringshausen Ehringshausen-Daubhausen Ehringshausen-Katzenfurt Eibach Eibau Eibau-Neueibau Eibelstadt Eibenstock Eibenstock-Wildenthal Eich Eichberg Eichelhardt Eichenau Eichenbarleben Eichenberg Eichenbühl Eichendorf Eichenwalde Eichenzell Eichigt Eichstedt Eichstetten Eichstätt Eichwalde Eickendorf Eicklingen Eigeltingen Eilenburg Eilenstedt Eilsdorf Eilsleben Eime Eimeldingen Eimen Eimke Einbeck Einbeck-Greene Einbeck-Kreiensen Einbeck-Salzderhelden Einhausen Einselthum Einöllen Eiselfing Eisenach Eisenbach Eisenberg Eisenberg-Steinborn Eisenheim Eisenhüttenstadt Eisfeld Eisingen Eisleben Eislingen Eislingen/Fils Eiterfeld Eitorf Eitting Eixen Ekenis Elbe Elbe-Parey Elbe-Parey-Parey Elben Elbeu Elbingerode Elbtal Elbtal-Dorchheim Elchesheim-Illingen Elchingen Eldena Eldingen Elfershausen Elisenau Elkenroth Elleben Ellefeld Ellenz-Poltersdorf Ellerau Ellerbek Ellerhoop Ellern Ellgau Ellhofen Ellingen Ellingstedt Ellrich Ellwangen Elm Elmenhorst Elmenhorst-Kreis Elmenhorst/Lichtenhagen Elmshausen Elmshorn Elmstein Elpenrod Elpersbüttel Elscheid Elsdorf Elsdorf-Westermühlen Elsfleth Elsfleth-Moorriem Elskop Elsteraue Elsterberg Elsterheide Elsterwerda Elstheide Elstra Elterlein Eltmann Eltville Elverdissen Elversberg Elxleben Elz Elzach Elze Embsen Emden Emerkingen Emersacker Emkendorf Emlichheim Emlichheim/Grafschaft Emmelsbüll-Horsbüll Emmelshausen Emmendingen Emmendorf Emmenhausen Emmeningen Emmerich Emmerich-Elten Emmerich-Hüthum Emmering Emmerke Emmerthal Emmerting Emmerzhausen Emmingen Emmingen-Liptingen Empfingen Emsbüren Emsdetten Emseloh Emstek Endingen Endschütz Enge-Sande Engelbrechtsche Engelmannsreuth Engelsberg Engelsbrand Engelsbrand-Grunbach Engelsbrand-Salmbach Engelskirchen Engelthal Engen Enger Enger-Bustedt Engersen Engstingen Engstlatt Eningen Enkenbach Enkenbach-Alsenborn Enkirch Ennepetal Ennetach Ennigerloh Ensdorf Ense Ense-Bremen Ensheim Enspel Enzen Enzklösterle Epenwöhrden Epfach Epfach-Denklingen Epfenbach Epfendorf Eppelborn Eppelheim Eppenberg Eppenbrunn Eppendorf Eppenrod Eppertshausen Eppingen Eppingen-Rohrbach Eppishausen Eppstein Eppstein-Niederjosbach Erbach Erbach-Eltville Erbendorf Erbes-Büdesheim Erdeborn Erdesbach Erding Erdmannhausen Erdorf Erdweg Eresing Erfde Erftstadt Erftstadt-Friesheim Erftstadt-Gymnich Erftstadt-Köttingen Erftstadt-Lechenich Erfurt Erfurt-Büßleben Erfweiler Ergolding Ergoldsbach Erharting Ering Eriskirch Erkelenz Erkenbrechtsweiler Erkheim Erklenz Erkner Erkrath Erlabrunn Erlangen Erlangen-Tennenlohe Erlau Erlbach Erlenbach Erlenbach-Streit Erlenmoos Erlensee Erligheim Erlingen Ermsleben Erndtebrück Ernsgaden Erolzheim Erpel Erpolzheim Erwitte Erxleben Erzhausen Esch Esch/Auweiler Eschach Eschach-Holzhausen Eschau Eschau-Hobbach Eschborn Eschdorf Escheburg Eschede Eschelbronn Eschenbach Eschenburg Eschershausen Eschlkam Eschneburg Eschwege Eschweiler Eschweiler/Rhld. Esens Esgrus Eslarn Eslohe Espelkamp Espenau Essel Esselborn Essen Essen-Bredeney Essen-Rüttenscheid Essenbach Essenheim Essenrode Essingen Esslingen Estedt Estenfeld Esterwegen Estorf Etschberg Ettenheim Ettenheim-Ettenheimweiler Etting Ettlingen Ettringen Etzbach Etzelwang Eulenbis Eurasburg Euskirchen Euskirchen-Stotzheim Eutin Eutingen Eußenheim Eußerthal Eversen Eversmeer Everswinkel Evessen Extertal Eydelstedt Eyendorf Eystrup Eßweiler Fahrdorf Fahren Fahrenbach Fahrenzhausen Faid Falkenberg Falkenberg/ Falkenberg/Elster Falkenfels Falkenhain Falkenrehde Falkensee Falkenstein Falkenstein-Vogtland Falkenstein/Harz Falkenstein/Vogtland Farchant Fargau Farnstädt Farschweiler Farsleben Farven Faulenhorst Faßberg Fehmarn Fehrbellin Feilitzsch Feldafing Feldatal Feldberg Feldberg-Falkau Feldberger Feldkirchen Feldkirchen-Westerham Felixsee Fellbach Fellen Fellheim Felsberg Ferchland Ferdinandshof Fernwald Fernwald-Steinbach Ferschweiler Feucht Feuchtwangen Feusdorf Fichtelberg Fichtenau Fichtenau-Unterdeufstetten Fichtenberg Fichtenwalde Fichtwald Filderstadt Filsen Filsum Fincken Finkenbach-Gersweiler Finne Finnentrop Finning Finsing Finsterbergen Finsterwalde Fintel Firrel Fischach Fischbach Fischbachau Fischbachtal Fischen Fischerbach Fischerhude-Quelkhorn Fischingen Fitzen Flacht Fladungen Flammersfeld Flechtingen Fleckeby Flein Flemlingen Flenbsburg Flensburg Flensburg/Krusau Fleringen Flessenow Flieden Flieth-Stegelitz Flintbek Flintsbach Floh Floh-Seligenthal Flomborn Flonheim Florstadt Florstadt-Stammheim Floss Floß Fluorn-Winzeln Fluterschen Flußbach Flöha Flörsbachtal Flörsbachtal-Lohrhaupten Flörsheim Flörsheim-Dalsheim Fockbek Fohren-Linden Font Forbach Forchheim Forchtenberg Forheim Forst Forst/Lausitz Forstinning Fouquettin Framersheim Frammersbach Frankelbach Frankenau Frankenbach Frankenberg Frankenberg/ Frankenberg/Eder Frankenberg/Sa. Frankenblick Frankendorf Frankeneck Frankenhain Frankenhardt Frankenheim Frankenstein Frankenthal Frankenthal-Eppstein Frankfurt Frankfurt-Nied Frankleben Frankreich-Schoeneck Frankweiler Franzburg Frauenberg Frauenneuharting Frauensee Frauenstein Frauenwald Fraureuth Frechen Frechen- Frechen-Königsdorf Freckenfeld Freden Fredenbeck Fredersdorf Fredersdorf-Vogelsdorf Fredesdorf Frei-Laubersheim Freiberg Freiburg Freiburg-St. Freidorf Freienbrink Freiensteinau Freienwill Freigericht Freihalden Freihung Freilassing Freilingen Freimersheim Freinsheim Freisen Freising Freistett Freital Freital-Pesterwitz Frellstedt Fremdingen Freren Fresendorf Frestedt Freudenberg Freudenberg-Rauenberg Freudenburg Freudenstadt Freudental Freyburg Freystadt Freyung Frickenhausen Frickenhausen-Linsenhofen Frickhofen Frickingen Fridingen Fridolfing Friedberg Friedeburg Friedelhausen Friedelsheim Friedenweiler Friedewald Frieding Friedland Friedrichroda Friedrichsdorf Friedrichshafen Friedrichshof Friedrichshofen Friedrichsholm Friedrichskoog Friedrichskoog-Spitze Friedrichsruhe Friedrichstadt Friedrichsthal Frielendorf Friesack Friesenhagen Friesenheim Friesenhofen Friesoythe Friolzheim Frittlingen Fritzlar Frohburg Frohnau Frohnhofen Frohnlach Fronhausen Frontenhausen Frose Frst Fränkisch-Crumbach Fröndenberg Fröndenberg/Ruhr Fröttstädt Fuchsstadt Fuchstal Fuerstenfeldbruck Fuhlendorf Fuhlendorf-Bodstedt Fulda Fuldabrück Fuldatal Fuldatal-Simmershausen Furth Furtwangen Fußgönheim Fußgönnheim Föckelberg Föhren Förderstedt Förste/Ostrode Fünfseen Fünfstetten Fürstenau Fürstenberg Fürstenberg-Lichtenfels Fürstenberg/Havel Fürstenfeldbruck Fürstenwalde Fürstenwalde/Spree Fürstenwerder Fürstenzell Fürstenzell-Engertsham Fürth Fürth-Stadeln Füssen GM-Hütte Gaberndorf Gablenz Gablingen Gabsen Gachenbach Gackenbach Gadebusch Gadeland Gager Gaggenau Gaggenau-Ottenau Gaiberg Gaienhofen Gaildorf Gailingen Gaimersheim Galenbeck Gallentin Gallin-Kuppentin Gallinchen Gallmersgarten Galmsbüll Gammelin Gammelsdorf Gammelshausen Gammertingen Gammertingen-Neufra Ganderkesee Gangelt Gangelt-Birgden Gangelt-Schierwaldenrath Gangkofen Ganzig Garbsen Garbsen-Altgarbsen Garbsen-Horst Garbsen-Osterwald Garching Gardelegen Garding Garlstorf Garmisch-Partenkirchen Garrching Garrel Garrel-Beverbruch Gars Garstedt Gartow Garz Garz/Golm Gatersleben Gattendorf Gau Gau-Algesheim Gau-Bickelheim Gau-Bischofsheim Gau-Odernheim Gauern Gaugrehweiler Gaukönigshofen Gauting Gauting-Stockdorf Gebehofen Gebhardshain Gebroth Gechingen Gedern Geeste Geesthacht Geestland Geestland-Elmlohe Geestland-Langen Gefell Gefrees Gehlberg Gehrde Gehrden Gehrweiler Geich Geichlingen Geiersthal Geilenkirchen Geilenkirchen-Stadt Geilnau Geinsheim Geisa Geiselbach Geiselhöring Geiselwind Geisenfeld Geisenhausen Geisenheim Geisfeld Geisig Geising Geisingen Geislingen Geislingen-Aufhausen Geislingen-Erlaheim Geithain Geithain-Wickershain Gelbensande Geldern Gelhnausen Gellershausen Gelnhausen Gelnhausen-Hailer Gelnhausen-Höchst Gelnhausen-Meerholz Gelsenkirchen Gelsenkirchen-Buer Geltendorf Gelting Gemeinde Gemmingen Gemmingen-Stebbach Gemmrigheim Gemünd Gemünden Genderkingen Gengenbach Genhodder Gensingen Genthin Georgenberg Georgenthal Georgsdorf Georgsmarienhütte Gera Gera-Langenberg Gera-Wolfsgefärth Geraberg Gerabronn Gerach Gerbach Gerbershausen Gerbstedt Geretsried Gerichshain Geringswalde Gerlingen Germaringen Germaringen-Obergermaringen Germering Germering/Unterpfaffenhofen Germersheim Germersheim-Sondernheim Gernrode Gernsbach Gernsbach-Hilpertsau Gernsheim Geroldsgrün Gerolsbach Gerolsheim Gerolstein Gerolstein-Oos Gerolzhofen Gersdorf Gersfeld Gersheim Gerstetten Gerstetten-Heuchlingen Gersthofen Gerstungen Gerswalde Gerwisch Gerzen Geschendorf Gescher Gescher-Hochmoor Geschwenda Gesees Geseke Geseke-Eringerfeld Gessertshausen Gestratz Gettorf Gevelsberg Gevenich Gevensleben Geversdorf Gexberg Geyer Gieboldehausen Giekau Gielde Gielert Gielow Giengen Giersleben Giesen Gießen Gießen-Rödgen Gießübel Gifhorn Gifhorn-Wilsche Gifhorn/Kästorf Gilching Gildehaus Gillenfeld Gilserberg Gimbsheim Gimbweiler Gingen Gingst Ginsheim-Gustavsburg Ginsweiler Girkenroth Gladbach Gladbeck Gladbeck-Zweckel Gladenbach Glaisin Glan-Münchweiler Glandorf Glasau Glashuetten Glashütte Glashütte-Johnsbach Glashütte-Niederfrauendorf Glashütten Glashütten-Oberems Glattbach Glatten Glauburg Glauchau Gleichen Gleina Gleisweiler Gleiszellen-Gleishorbach Gletzow Glewitz Glienicke Glienicke- Glienicke-Nordbahn Glienicke/Nordbahn Glinde Glindenberg Glonn Glottertal Glowe Glücksburg Glückstadt Gmund Gnarrenburg Gnissau Gnoien Gnutz Goch Goch-Hassum Gochsheim Godelhausen Goe. Gohrisch Gokels Golchen Goldbach Goldbeck Goldberg Goldelund Goldenstedt Goldkronach Gollenberg Gollmenz Goltoft Golzow Golßen Gomadingen-Wasserstetten Gomaringen Gommern Gommersheim Gonbach Gondelsheim Gondenbrett Gondershausen Gonna Gonzerath Goosefeld Gorden-Staupitz Gorleben Gornau Gornsdorf Gorsleben Gortz Gorxheimertal Gosda Gose Gosheim Goslar Goslar-Immenrode Goslar-Jerstedt Goslar-Oker Goslar-Wiedelah Goslar/Lengde Gossersweiler-Stein Gotha Gottenheim Gottesgabe Gotteszell Gotthun Gottmadingen Gottmadingen-BIETINGEN Graal-Müritz Grabau Graben Graben-Neudorf Grabenstetten Grabow Grabowhöfe Grafenau Grafenberg Grafengehaig Grafenhausen Grafenrheinfeld Grafhorst Grafing Grafling Grafrath Grafschaft Grainau Grambow Grammelow Grammentin Grammetal Gramzow Grande Gransebieth Gransee Granzin Grapzow Grasberg Grasbrunn Grasellenbach Grasellenbach-Hammelbach Grasellenbach-Wahlen Grasleben Grassau Grauel Grauting Grebenau Grebenhain Grebenstein Grebin Greding Grefrath Grefrath-Oedt Greifenberg Greifenstein Greifenstein-Ulm Greifswald Greimerath Greimersburg Greiz Gremersdorf Grenderich Grenzach- Grenzach-Wyhlen Gresse Grettstadt Greven Grevenbroich Grevenbroich-Gustorf Grevenbroich-Hemmerden Grevenkop Grevesmühlen Grevesmühlen/Büttlingen Gribbohm Grieben Griebenow Gries Griesheim Griesingen Griesstätt Grimburg Grimma Grimmen Grobengereuth Groitzsch Gronau Gronau-Epe Grossefehn Grosselfingen Grossenstein Grossinzemoos Grosslittgen Groß Groß-Bieberau Groß-Gerau Groß-Gerau/ Groß-Gerau/Berkach Groß-Rohrheim Groß-Umstadt Groß-Zimmern GroßRosenburg Großaitingen Großalmerode Großbadegast Großbartloff Großbeeren Großbettlingen Großbothen Großbottwar Großbreitenbach Großbundenbach Großderschau Großdubrau Großdöbschütz Großefehn Großenaspe Großenbrode Großeneder Großenehrich Großengottern Großenhain Großenhof Großenkneten Großenlüder Großenlüder-Bimbach Großenrade Großensee Großenstein Großenwiehe Großerlach Großerlach-Liemersbach Großerlach-Schönbronn Großhabersdorf Großhansdorf Großharrie Großharthau Großharthau-Seeligstadt Großheide Großheirath Großhennersdorf Großheubach Großholbach Großkarlbach Großkayna Großkoschen Großkrotzenburg Großkugel Großkühnau Großlittgen Großlohra Großmaischeid Großmehring Großmühlingen Großnaundorf Großneuhausen Großniedesheim Großolbersdorf Großostheim Großostheim-OT Großostheim-Wenigumstadt Großpaschleben Großpostwitz Großpösna Großpösna-Güldengossa Großrosseln Großrosseln-Emmersweiler Großrosseln-St. Großräschen Großröhrsdorf Großrössen Großschirma Großschwabhausen Großschweidnitz Großschönau Großsolt Großsteinberg Großthiemig Großtreben Großvargula Großwallstadt Großweil Großwoltersdorf Großzschocher Großzössen Grub Grube Grubnow Gruibingen Grumbach Grundhof Grundshagen Gräfelfing Gräfenberg Gräfendorf Gräfenhain Gräfenhainichen Gräfenhausen(Birkenfeld) Gräfenthal Gräfentonna Grävenwiesbach Grävenwiesbach-Heinzenberg Gröbenzell Gröden Gröditz Grömbach Grömitz Gröningen Grönwohld Grüna Grünbach Grünberg Gründau Grünebach Grüneberg Grünenbach Grünewald Grünhain-Beierfeld Grünhainichen Grünheide Grünkraut Grünow Grünsfeld Grünstadt Grünstadt-Sausenheim Grünthal Grünwald Gschwend Gschwend-Mittelbronn Gstadt Guben Gudendorf Gudensberg Gudow Guldental Gummersbach Gummersbach-Derschlag Gumperda Gumtow Gundelfingen Gundelsheim Gundersweiler Gunningen Guntersblum Gunzenhausen Gusborn Gusow-Platkow Gustow Gutenacker Gutenberg Gutengermendorf Gutenzell Gutenzell-Hürbel Gutmadingen Guttenberg Gutweiler Guxhagen Gyhum Gädheim Gägelow Gärtringen Gäufelden Göda Göggingen Göhrde-Schmardau Göhren Göhren-Lebbin Göllheim Göllin Gönnersdorf Gönnheim Göpfersdorf Göppingen Görgeshausen Görisried Görkwitz Görlitz Görlitz/ Görsbach Görwihl Görzke Gösenroth Gössnitz Göttelborn Göttingen Gößnitz Gößweinstein Güglingen Güglingen-Eibensbach Güllesheim Gülze Gülzow Gülzow-Prützen Gülzow-Prüzen Günstedt Güntersen Güntersleben Günthersbühl Günz Günzburg Güsen Güssefeld Güsten Güster Güstrow Gütenbach Gütersloh Gützkow HAMBURG HERNE-SODINGEN HEUSWEILER Haag Haag/Amper Haan Haan-West Haar Haarbach Habenhausen Habichtswald Hachenburg Hackenheim Hadamar Hademstorf Haferungen Hage Hagen Hagen-Dahl Hagen/Lohme Hagenbach Hagenburg Hagenbüchach Hagenheim Hagenow Hagermarsch Hagnau Hahausen Hahn Hahnenklee-Bockswiese Hahnheim Hahnstätten Hahnweiler Haibach Haidmühle Haiger Haiger-Flammersbach Haiger-Langenaubach Haigerloch Haigerloch-Trillfingen Haigerloch-Weildorf Haimendorf Haimhausen Haimhausen-Oberndorf Haiming Haina Hainau Hainburg Hainewalde Hainfeld Hainichen Hainsfarth Haiterbach Haiterbach-Oberschwandorf Hakenstedt Halbe Halbemond Halberstadt Halblech Haldensleben Haldenwang Halen Halenbeck-Rohlsdorf Halfing Hallbergmoos Halle Halle-Blumenau Halle-Dautzsch Halle-Dölau Halle-Frohe Halle-Hunzen Halle-Reideburg Halle/S. Halle/West. Hallenberg Hallerndorf Hallig Hallstadt Halsbrücke Halstenbek Haltern Haltingen Halver Hambach Hambergen Hambrücken Hamburg Hamburg-Bergedorf Hamburg-Bergstedt Hamburg-Duvenstedt Hamburg-Heimfeld Hamburg-Iserbrook Hamburg-Klein Hamburg-Marienthal Hamburg-Marmstorf Hamburg-Niendorf Hamburg-Poppenbüttel Hamburg-Rahlstedt Hamburg-Schnelsen Hamburg-Stellingen Hamburg-Wilstorf Hamburg/Nienstedten Hambühren Hamdorf Hamel Hameln Hameln-Halvestorf Hameon Hamfelde Hamlen Hamm Hammah Hammelbach Hammelburg Hammelburg-Untererthal Hammelburg-Westheim Hammerbrücke Hammersbach Hamminkeln Hamminkeln-Brünen Hamweddel Hanau Hanau-Grossauheim Hanau-Steinheim Handeloh Handewitt Hanerau Hanerau-Hademarschen Hangeweiher Hanhofen Hankensbüttel Hann. Hann.-Münden Hannover Hannover-Bothfeld Hannover-Mühlenberg Hannover-Oststadt Hannover-Waldhausen Hannover-Wettbergen Hannoversch Hanroth Hansestadt Hanshagen Hanstedt Hanstorf Happurg Harburg Hardebek Hardegsen Hardthausen Haren Hargesheim Harmsdorf Harmstorf Harpstedt Harra Harras Harrislee Harschbach Harsefeld Harsewinkel Harsleben Harsum Hartau Hartenfels Hartenholm Hartenstein Hartha Harthausen Hartheim Hartkirchen Hartmannsdorf-Reichenau Harxbüttel Harxheim Harz Harzgerode Harzgerode/ Harztor Hasbergen Hasborn Hasel Haselau Haselbach Haselbachtal Haseldorf Haselünne Haselünne-Bückelte Hasenkrug Hasenmoor Haslach Hasloh Hassel Hasselberg Hasselfelde Hasselroth Hassendorf Haste Hastenrath Hatten Hatten-Sandkrug Hattenhofen Hattersheim Hattersheim-Eddersheim Hattersheim-Okriftel Hattert Hattingen Hattorf Hattstedt Hattstedtermarsch Hatzenbühl Hatzenport Hatzfeld Hatzfeld- Hatzum Hauenstein Haundorf Hauneck Haunetal Haunstetten Hauptstuhl Hausach Hausbay Hausen Hausham Hauteroda Hauzenberg Havelberg Havelsee Haverlah Havetoft Havetoftloit Havixbeck Hayingen Hayingen-Münzdorf Haßbergen Haßfurt Haßloch Haßmersheim Hebertshausen Hechingen Hechingen-Sickingen Hechingen-Weilheim Hechthausen Hecklingen Heddert Heddesbach Heddesheim Hedeper Heede Heek Heemsen Heere Heeslingen Heeslingen-Boitzen Heeßen Hefersweiler Hehlen Heide Heideck Heidekamp Heidelberg Heidelberg-Ziegelhausen Heidelberg/Schlierbach Heidelshem Heiden Heidenau Heidenburg Heidenheim Heidenhem Heidenrod Heidenrod-Huppert Heidenrod-Watzelhain Heidesee Heidesheim Heidesheim/Obrigheim Heidgraben Heidmühlen Heigenbrücken Heikendorf Heilberscheid Heilbronn Heilbronn-Biberach Heilenbach Heiligenberg Heiligendorf Heiligengrabe Heiligenhafen Heiligenhagen Heiligenhaus Heiligensee Heiligenstadt Heiligenstedten Heiligenstedtenerkamp Heiligkreuzsteinach Heilsbronn Heimbach Heimbach-Hausen Heimbach-Vlatten Heimbach-Zentralort Heimbuchenthal Heimburg Heimenkirch Heimertingen Heimsheim Heimweiler Heinade Heinbockel Heinersreuth Heiningen Heinrichsort Heinrichswalde Heinsberg Heinsberg-Aphoven Heinsberg-Dremmen Heinsberg-Kempen Heinsberg-Oberbruch Heinsberg-Unterbruch Heinsberg-Waldenrath Heinzenberg Heinzenhausen Heist Heitersheim Helbedündorf Helbra Heldburg Heldenstein Heldrungen Helferskirchen Helgoland Hellenhahn-Schellenberg Hellenthal Hellenthal-Miescheid Hellertshausen Hellingen Hellwege Helmbrechts Helmstadt-Bargen Helmstedt Helsa Helsa-Eschenstruth Heltersberg Helvesiek Hemau Hemer Hemeringen Hemhofen Hemmendorf Hemmenhofen Hemmersheim Hemmingen Hemmingen-Arnum Hemmingen-Westerfeld Hemmingstedt Hemmoor Hemsbach Hemsbünde Hemslingen Henau Henfenfeld Hengersberg Henneberg Hennef Hennef-Heisterschoß Hennef-Kurscheid Hennef-Uckerath Hennigsdorf Hennstedt Hennweiler Henstedt Henstedt-Ulzburg Hentern Hepberg Heppenheim Hepstedt Herbertingen Herbitzheim Herbolzheim Herborn Herborn-Seelbach Herbrechtingen Herbrechtingen-Bolheim Herbstein Herdecke Herdorf Herdwangen-Schönach Herford Herforst Hergershausen Hergisdorf Heringen Heringhausen Heringsdorf Herl Herleshausen Hermannsburg Hermersberg Hermeskeil Hermsdorf Hermsdorf-Seyde Herne Herne-Wanne Herold Heroldsbach Heroldsberg Heroldstatt Heroldstatt-Ennabeuren Herren-Sulzbach Herrenberg Herrieden Herrischried Herrnburg Herrngiersdorf Herrnhut Herrsching Hersbruck Herschbach Herschberg Herschbroich Herschdorf Herscheid Herschweiler-Pettersheim Hersruck Herten Herxheim Herxheim-Hayna Herxheimweyher Herzberg Herzberg/Elster Herzebrock Herzebrock-Clarholz Herzfelde Herzhorn Herzlake Herzogenaurach Herzogenrath Herzogenrath-Kohlscheid Herzogentum Hesel Hespe Hespert-Reichshof Hessen Hesseneck Hessheim Hessisch Hestedt Hetlingen Hettenleidelheim Hettenshausen Hettersheim Hettingen Hettstedt Heubach Heuchelheim Heuchelheim-Klingen Heuchlingen Heuderber Heuerßen Heukewalde Heumaden Heusenstamm Heusweiler Heyerode Heyrothsberge Heßheim Hiddenhausen Hiddensee Hilchenbacg Hilchenbach Hildburghausen Hilden Hilders Hildesheim Hildesheim-Moritzberg Hildesheim-Neuhof Hildesheim-Ochtersum Hildesheim-West Hilgermissen Hilgert Hilgertshausen Hilgesdorf Hille Hillensberg Hillerse Hillersleben Hillesheim Hillscheid Hilpoltstein Hilst Hilter Hilzingen Himbergen Himmelkron Himmelpforten Himmighofen Hindorf Hinsdorf Hinte Hinterhermsdorf Hintermeilingen Hinterschmiding Hintersee Hinterweidenthal Hinterzarten Hinzert-Pölert Hinzweiler Hirrlingen Hirschaid Hirschau Hirschbach Hirschberg Hirschfeld Hirschfelde Hirschhorn Hirschthal Hirten Hirzenhain Hittbergen Hitzacker Hitzhofen Hobeck Hochborn Hochdonn Hochdorf Hochdorf-Assenheim Hochheim Hochheim-Massenheim Hochkirch Hochscheid Hochspeyer Hochstadt Hochstetten-Dhaun Hochstätten Hochtaunuskreis Hockenheim Hockweiler Hodenhagen Hodorf Hof Hofbieber Hofen Hoffeld Hofgeismar Hofheim Hofheim-Diedenbergen Hofkirchen Hohberg Hohe Hohen Hohenahr Hohenahr-Erda Hohenaspe Hohenau Hohenberg Hohenbocka Hohenbollentin Hohenbrunn Hohenbrunn-Riemerling Hohendodeleben Hohendorf Hohendubrau Hohenfelde Hohenfels Hohenfels-Esingen Hohenfels-Essingen Hohenfinow Hohenfurch Hohenhameln Hohenhenningen Hohenkirchen Hohenleuben Hohenlinden Hohenlockstedt Hohenmocker Hohenmölsen Hohenpeißenberg Hohenprießnitz Hohenroda Hohenroth Hohensaaten Hohenselchow Hohenstadt Hohenstein Hohenstein- Hohenstein-Ernstthal Hohenstein-Meidelstetten Hohentengen Hohentengen-Günzkofen Hohenthann Hohenwart Hohenwestedt Hohenwutzen Hohenöllen Hohewisch Hohn Hohndorf Hohne Hohnstein Hohnstorf Hohwacht Hoisdorf Hoitlingen Holdenstedt Holdorf Holenberg Holle Holle-Sottrum Holleben Hollenbek Hollendorf Hollenstedt Holler Hollern-Twielenfleth Hollfeld Hollingstedt Hollnseth Hollstadt Holste Holsthum Holt Holtgast Holtland Holtsee Holungen Holzappel Holzbach Holzdorf Holzen Holzerode Holzgerlingen Holzgünz Holzhausen Holzheim Holzkirch Holzkirchen Holzmaden Holzminden Holzwickede Homberg Homburg Homburg-Einöd Homburg-Kirrberg Honburg Honzrath Hoof Hoogstede Hoort Hopfen Hoppegarten Hoppstädten Hoppstädten-Weiersba Hoppstädten-Weiersbach Hopsten Horath Horb Horb-Altheim Horb-Isenburg Horb-Mühlen Horb-Neckar Horb-Nordstetten Horbach Horgau Horgenzell Horhausen Horka Horn- Horn-Bad Hornbach Hornbek Hornberg Hornburg Horneburg Hornhausen Hornow Horrweiler Horst Horstedt Horstmar Hosena Hosenfeld Hoya Hoyerswerda Hoym Hoßkirch Huchenfeld Huckstorf Hude Huglfing Huisheim Hummelshain Hummeltal Hummetroth Humptrup Hundorf Hundsbach Hungen Hupperath Hurlach Hurth Husby Husum Hutthurm Hutzfeld Huy Häg-Ehrsberg Hägerfelde Hähnichen Härtensdorf Häsen Höbeck Höchen Höchenschwand Höchheim Höchst Höchstadt Höchstenbach Höchstädt Höckel Höckendorf Höfchen Höfen Höfer Högel Högersdorf Höhbeck Höheinöd Höheischweiler Höhenkirchen-Siegertsbrunn Höhenland Höhn Höhndorf Höhr Höhr-Grenzhausen Höltinghausen Hönningen Hönow Höpfigheim Höpfingen Hörden Hördt Hörgertshausen Hörnum Hörselberg-Hainich Hörsingen Hörstel Hörstel-Bevergern Hörstel-Riesenbeck Hörup Hörzhausen Hösbach Höslwang Hövelhof Höxter Höxter-Albaxen Höxter-Fürstenau Hübingen Hückelhoven Hückelhoven-Baal Hückelhoven-Brachelen Hückelhoven-Doveren Hückelhoven-Kleingladbach Hückelhoven-Ratheim Hückeswagen Hüde Hüffelsheim Hüffenhardt Hüffler Hüfingen Hühnstetten-Limbach Hülben Hüllerup Hüllhorst Hülsede Hümmerich Hünfeld Hünfelden Hünfelden-Kirberg Hünfelden-Mensfelden Hünfelden-Ohren Hünstetten Hünstetten-Görsroth Hünstetten-Wallrabenstein Hünxe Hüpstedt Hürtgenwald Hürtgenwald-Gey Hürtgenwald-Vossenack Hürth Hürth-Berrenrath Hürup Hütschenhausen Hüttblek Hüttenberg Hüttenberg-Reiskirchen Hüttenfeld Hüttenrode Hütterscheid Hüttisheim Hüttlingen Ibach Ibbenbüren Ichenhausen Icking Idar-Oberstein Idstein Idstein-Eschenhahn Iffeldorf Iffezheim Ifta Igensdorf Igersheim Iggingen Igling Ihlienworth Ihlow Ihlowerfehn Ihrlerstein Ilberstedt Ilbesheim Ilfeld Illerich Illertissen Illingen Illschwang Ilmenau Ilmenau-Manebach Ilmenau/Manebach Ilmmünster Ilmtal Ilmtal-Weinstraße Ilmünster Ilsede Ilsede- Ilsede-OT Ilsede-Oberg Ilsede-Ölsburg Ilsenburg Ilsfeld Ilshofen Ilvesheim Immendingen Immenhausen Immenstadt Immerath Impfingen Imsweiler Inchenhofen Inden Industristr Ingelfingen Ingelheim Ingendorf Ingersheim Ingersleben Ingolstadt Ingolstadt-Gerolfing Ingolstadt-Unterbrunnenreuth Innernzell Innernzell-Hilgenreith Inning Inningen Insel Insheim Inzell Inzigkofen Inzigkofen-Vilsingen Iphofen Irmtraut Irrel Irsch Isen Isenburg Isenbüttel Iserlohn Iserlohn-Hennen Isernhagen Ismaning Isny Isny/Allg. Ispringen Isselbach Isselburg Isselburg-Anholt Isselburg-Werth Issigau Issum Isterberg Itterbeck Ittlingen Itzehoe Itzgrund Itzstedt Iven Ivenack Ivenack-Weitendorf Ivenrode Jade Jade-Sehestedt Jagel Jagsthausen Jagstzell Jahnsdorf Jahnsdorf/Erzgebirge Jandelsbrunn Jardelund Jarmen Jatznick Jeckenbach Jembke Jemgum Jena Jengen Jerichow Jerichow-Brettin Jersbek Jersleben Jerxheim Jesberg Jesenwang-Pfaffenhofen Jesewitz Jessen Jessewitz Jessin Jesteburg Jestetten Jettenbach Jettingen Jettingen-Scheppach Jetzendorf Jevenstedt Jever Jeßnigk Jeßnitz Joachimsthal Jockgrim Johannesberg Johanngeorgenstadt Johanniskirchen Johnsbach Jonsdorf Jork Jossgrund Juist Julbach Juliusburg Jungingen Jävenitz Jördenstorf Jörl Jübar Jübek Jüchen Jüchen-Garzweiler Jüchen-Gierath Jüchen/ Jückelberg Jülich Jülich-Güsten Jülich-Koslar Jünkerath Jürgenshagen Jürgenstorf Jüterbog Jütrichau KAARST KAISERSESCH KAISERSESCH/NÄHE KEMBERG KETTERSHAUSEN KL-Siegelbach Kaaks Kaarst Kaarst-Büttgen Kabelsketal Kadenbach Kahl Kahla Kahrstedt Kaiser-Wilhelm-Koog Kaiserlautern Kaiserlsautern Kaisersesch Kaiserslautern Kaisheim Kakau Kakerbeck Kaköhl Kalbe Kalbsrieth Kalchreuth Kalefeld Kalenborn Kalkar Kalkar-Appeldorn Kalkhorst Kalkofen Kall Kall-Anstois Kall-Golbach Kalletal Kalletal-Tevenhausen Kallmünz Kalt Kaltenkirchen Kaltenlengsfeld Kaltennordheim Kaltensundheim Kaltenwestheim Kamen Kamen-Methler Kamen-Mitte Kamenz Kamern Kamin Kammeltal Kammerforst Kammerstein Kamminke Kamp-Bornhofen Kamp-Lintfort Kampen Kamsdorf Kandel Kandel-Minderslachen Kandern Kannawurf Kanp-Lintfort Kappel-Grafenhausen Kappeln Kappelrodeck Kapsweyer Karbach Karben Karby Kareth Karlsbad Karlsbad-Ittersbach Karlsbad-Langensteinbach Karlsdorf Karlsfeld Karlshagen Karlshausen Karlshuld Karlskron Karlsruhe Karlsruhe-Grötzingen Karlstadt-Gambach Karlstein Karlum Karow Karrenzin Karsbach Karslruhe Karstädt Karwitz Kasbach-Ohlenberg Kasel Kassel Kassel-Forstfeld Kastel Kastel-Staadt Kastellaun Kastl Kastorf Katlenburg-Lindau Kattenhorn Katzenelnbogen Katzow Katzweiler Katzwinkel Kaub Kaufbeuren Kaufering Kaufungen Kaulsdorf Kauxdorf Kayhude Kehl Kehl-Goldscheuer Kehnert Keitum Kelberg Kelbra Kelheim Kelkheim Kelkheim-Fischbach Kell Kellenbach Kellenhusen Kellinghusen Kellmünz Kelsterbach Keltern Kemberg Kemmern Kemnath Kemnath-Zwergau Kempen Kempen-St. Kempenich Kempten Kempten-Allgäu Kentzlin Kenz Kenzingen Kerken Kerken-Nieukerk Kernen Kerpe-Blatzheim Kerpen Kerpen-Blatzheim Kersbach Kerzenheim Kesselsdorf Kessin Kestert Ketsch Kettenheim Kettenkamp Kettershausen Kettig Ketzin Kevelaer Kevelaer-Winnekendonk Kicklingen Kiedrich Kieferselden Kiefersfelden Kiel Kienberg Kieritzsch Kierspe Kindelbrück Kindenheim Kinderbeuern Kindsbach Kinheim Kipfenberg Kippenheim Kirburg Kirch Kirchardt Kirchberg Kirchbrack Kirchdorf Kirchehrenbach Kirchen Kirchenlamitz Kirchenpingarten Kirchentellinsfurt Kirchenthumbach Kirchgellersen Kirchhain Kirchhain-Kleinseelheim Kirchham Kirchhausen Kirchheim Kirchheim-Hasberg Kirchheim/Neckar Kirchheimbolanden Kirchhundem Kirchlengern Kirchlinteln Kirchschönbach Kirchseelte Kirchseeon Kirchspiel Kirchtimke Kirchwald Kirchzarten Kirchzell Kirf Kirkel Kirkel-Altstadt Kirkel-Limbach Kirn Kirrweiler Kirschfurt Kirschroth Kirschweiler Kirtorf Kisdorf Kisselbach Kissenbrück Kissing Kittlitz Kitzingen Kitzscher Kißlegg Kl. Kladow Klamp Klanxbüll Klausdorf Klausen Kleeth Kleetzke Klein Klein-Gerau Kleinaitingen Kleinblittersdorf Kleinblittersdorf-Auersmacher Kleinblittersdorf-Bliesransbach Kleinbottwor Kleinbreitenbach Kleinburgwedel Kleindemsin Kleines Kleinfurra Kleinglattbach Kleinheubach Kleinich Kleinkmehlen Kleinlangheim Kleinleipisch Kleinliebringen Kleinmachnow Kleinmaischeid Kleinmühlingen Kleinopitz Kleinostheim Kleinsteinhausen Kleinwallstadt Kleinwolmsdorf Kleinzschachwitz Klettgau Klettwitz Kletzin Kleve Kleve-Donsbrüggen Kleve-Keeken Kleve-Materborn Klingenberg Klingenberg- Klingenbrunn Klingenmünster Klingenthal Klinken Klipphausen Klockenhagen Kloschwitz Kloster Klosterfelde Klosterlechfeld Klostermansfeld Kluis Kluse Kläden Klötze Klötze-Kusey Klüden Klüsserath Klütz Kneitlingen Knittlingen Knoop-Labach Knopp Knopp-Labach Knorrendorf Knöringen Knüllwald Kobern-Gondorf Koblenz Kobrow Kochel Kodersdorf Kohlberg Kohlscheid Kohren-Sahlis Kolbermoor Koldenbüttel Kolkwitz Kollig Kollmar Kollow Komptendorf Konken Konradsreuth Konstanz Konz Konz-Könen Konzell Kopp Koppatz Korbach Korlingen Kornelimünster Korntal-Münchingen Kornwestheim Korschenbroich Korswandt Kosel Koserow Kossa Kossau Kottenheim Kottmar Kottmarsdorf Kottweiler-Schwanden Koßdorf Krackow Kraftisried Kraftsdorf Kraiburg Kraichtal Kraichtal-Münzesheim Krailling Krakow Kranenburg Kranenburg-Frasselt Kranenburg-Mehr Kranenburg-Niel Kranenburg-Nütterden Kranenburg-Schottheide Kranenburg-Wyler Kranenburg-Zyfflich Kranichfeld Kranzberg Krastel Kratzeburg Krauchenwies Krauschwitz Krausnick Krautheim Krayenberggemeinde/Dorndorf Krebeck Krefeld Krefeld-Bockum Krefeld-Hüls Krefeld-Inrath Krefeld-Oppum Krefeld-Traar Krefeld-Verberg Kreiensen Kreimbach-Kaulbach Kreis Kreischa Kreischa-Gombsen Krembz Kremkau Kremmen Kremnitzaue Krempdorf Krempe Kremperheide Krems Kressbronn Krettnich Kreuth Kreuth-Oberhof Kreuth-Scharling Kreuzau Kreuzfeld Kreuztal Kreuzwertheim Krickenbach Kriebitzsch Kriebstein Kriegsfeld Krien Kriftel Krippehna Kritzmow Kritzow Krombach Kronach Kronau Kronberg Kronberg-OT Kronburg Kronprinzenkoog Kronsgaard Kronshagen Kropp Kroppach Kroppenstedt Krostitz Krostitz-Krensitz Krottelbach Kruckow Kruft Kruge Krumbach Krumbach-Edenhausen Krumbach-Niederraunau Krumhermersdorf Krummendeich Krummesse Krummhörn Krummhörn-Pewsum Krummhörn/Loquard Krummin Krummwisch Krumpa Krumstedt Krähenberg Kröpelin Kröppelshagen Kröslin Kröv Kröv-Kövenig Kublank Kubschütz Kuchelmiß Kuchen Kuddewörde Kuden Kuhardt Kuhfelde Kuhlen Kuhlhausen Kuhsdorf Kukuk Kulmain Kulmbach Kumhausen Kummer Kummerfeld Kupferberg Kupferzell Kuppenheim Kuppingen Kurort Kusel Kusey Kusterdingen Kutenholz Kutzenhausen-Agawang Kyffhäuserland Kyllburg Kyritz Käbschütztal Kägsdorf Käshofen Köditz Ködnitz Köfering Köhlen Köhn Köhra Kölleda Kölln-Reisiek Köln Köln-Altstadt-Nord Köln-Höhenhaus Köln-Innenstadt Köln-Junkersdorf Köln-Lindenthal Köln-Lövenich Köln-Rath/Heumar Köln-Weiß Köln-Zündorf Kölpinsee Köngen Köngernheim Köngiswinter Königheim Königlutter Königs Königs-Wusterhausen Königsbach Königsbach-Stein Königsberg Königsbronn Königsbronn-Zang Königsbrunn Königsbrück Königsdorf Königsee Königsee-Rottenbach Königsfeld Königshain Königshain-Wiederau Königshein-Wiederau Königshorst Königshütte Königslutter Königsmoos Königsmoos-Untermaxfeld Königstein Königstein-Mammolshain Königswalde Königswinter Königswinter-Ittenbach Könnern Körchow Körle Kösching Köthen Kötterichen Kötz Kößlarn Kühbach Kühlenhagen Kühlungsborn Kühsen Külsheim Külsheim-Uissigheim Kümbdchen Kümmersbruck Künzell Künzell-Pilgerzell Künzelsau Künzelsu Küps Kürnach Kürnbach Kürten Kürten-Eichhof Küsel Küssaberg Küsten Küsten-OT Küstriner LINSENGERICHT Laage Laar Laatzen Laatzen-Rethen Laberweinting Laboe Lachen Lachen-Speyerdorf Lachendorf Ladbergen Ladelund Ladenburg Laer Laeven Laffeld Lage Lahn Lahn- Lahn-Dill-Kreis Lahnau Lahnstein Lahntal Lahntal-Caldern Lahr Lahr-Langenwinkel Lahr-Sulz Lahr/Schwarzwald Lahr/Schwarzwald-Lahr Lahstedt Laichingen Laichingen-Feldstetten Laichingen-Suppingen Laiz Lalendorf Lalling Lam Lambertsberg Lambrecht Lambsborn Lambsheim Lamerdingen Lampertheim Lampertheim-Hofheim Lampertheim-Rosengarten Lampertswalde Lampringe Lamspringe Lamstedt Lancken Lancken-Dranske Lancken-Granitz Landau Landau-Dammheim Landesbergen Landolfshausen Landsberg Landsberg-Gollma Landscheid Landshut Landshut-Auloh Landshut/Achdorf Landstuhl Landsweiler-Reden Landwehr Langballig Langballigau Langburkersdorf Langdorf Langeln Langelsheim Langelsheim-Lautenthal Langen Langenargen Langenau Langenaundorf Langenbach Langenberg Langenbrettach Langenburg Langendamm Langendembach Langendernbach Langendorf Langendorf-OT Langeneichstädt Langenenslingen Langenenslingen-Billafingen Langenfeld Langenhagen Langenhahn Langenhanshagen Langenhorn Langenleuba-Niederhain Langenlonsheim Langenpreising Langenscheid Langenselbold Langensendelbach Langenstein Langenweißbach Langenwetzendorf Langenzenn Langerringen Langerwehe Langfurth Langgöns Langhagen Langlingen Langquaid Langscheid Langstedt Langsur Langsur-Wasserbilligerbrück Langula Langwedel Langwedel-Etelsen Langweid Lanke Lanz Lappersdorf Lasbek Lassan Lassentin Lastrup Latdorf Latendorf Lathen Laubach Lauben Lauben-Frickenhausen Laubenheim Laubusch Laucha Lauchhammer Lauchheim Lauchringen Lauda- Lauda-Königshofen Lauda-Königshofen-Unterbalbach Laudenbach Lauenau Lauenburg Lauenburg/Elbe Lauenhagen Lauenstein Lauf Laufach Laufen Laufenburg Laufenburg-Stadenhausen Laufersweiler Lauffen Lauingen Laumersheim Laupheim Laupheim-Bihlafingen Laupheim-Obersulmetingen Lauscha Lauta Lauter Lauter-Bernsbach Lauterach Lauterbach Lauterbach-Rudlos Lauterbach-Wallenrod Lauterecken Lauterhofen Lauterstein Lautert Lautertal Lautertal- Lautertal-Elmshausen Lautrach Lautzenbrücken Laußig Lawalde Lawalde-Kleindehsa Lebach Lebach-Alschbach Lebach-Aschbach Lebach-Gresaubach Lebach-Landsweiler Lebach-Thalexweiler Lebehn Lechbruck Leck Leegebruch Leer Leerstetten Leezdorf Leezen Legau Legden Lehe Lehesten Lehesten- Lehmen Lehmkuhlen Lehnitz Lehnstedt Lehrberg Lehre Lehrensteinsfeld Lehrte Lehrte-Ahlten Leibertingen Leiblfing Leichlingen Leidersbach Leienkaul Leiferde Leimbach Leimbach-Gilgenbach Leimen Leimersheim Leinburg Leinde Leinefelde-Worbis Leinfelden-Echterdingen Leingarten Leiningen Leinsweiler Leinzell Leipheim Leipzig Leipzig-Althen Leipzig-Baalsdorf Leipzig-Großzschocher Leipzig-Leutzsch Leipzig-Liebertwolkwitz Leipzig-Thekla Leipzig-Wahren Leisnig Leitzkau Leiwen Lelm Lemberg Lembruch Lemgo Lemgow Lemnitz Lemwerder Lendsiedel Lengede Lengefeld Lengenfeld Lengerich Lengfeld Lenggries Lennestadt Lenningen Lensahn Lentföhrden Lenting Lenzen Lenzkirch Lenzkirch-Raitenbuch Leonberg Leopoldshagen Leopoldshöhe Letschin Lettweiler Leuba Leuben Leuben-Schleinitz Leubnitz Leubsdorf Leun Leun-Biskirchen Leuna Leupoldsgrün Leutenbach Leutenberg Leuterod Leutersdorf Leutershausen Leutesdorf Leutkirch Levens Leverkusen Libbenichen Lich Lichte Lichtenau Lichtenau-Blankenrode Lichtenau/OT Lichtenberg Lichtenberg/Erzgeb. Lichtenfels Lichtenfels-Trieb Lichtenow Lichtenstein Lichtenstein-Göllesberg Lichtentanne Lichtenwald Liebenau Liebenburg Liebenburg-Dörnten Liebenburg-Groß Liebenwalde Lieberose Liebschützberg Liebstadt Liederbach Lienen Liensfeld Liepe Liepen Liepgarten Lierschied Liesenich Lieser Lilienthal Limbach Limbach-Krumbach Limbach-Oberfrohna Limburg Limburg-Lindenholzhausen Limburg-Linter Limburg-Weilburg Limburgergof Limburgerhof Limeshain Limmritz Linau Lind Lindau Lindau-Insel Lindberg Linden Lindenau Lindenberg Lindenfels Lindenfels-Winterkasten Lindern Lindetal Lindetal-Plath Lindewerra Lindewitt Lindheim Lindhorst Lindlar Lindow Lindstedt Lindwedel Lingen Lingen-Altenlingen Lingen-Ramsel Lingenfeld Lingerhahn Linkenheim-Hochstetten Linnich Linnich-Boslar Linnich-Ederen Linsburg Linsengericht Linstow Lintig Linz Lippetal Lippetal-Lippborg Lippstadt Lisberg Lisdorf Lissendorf List Litzendorf Lobbach Lobbe Lobenfeld Loburg Lochhausen Lochum Lockstedt Lockwisch Loddin Loffenau Lohbarbek Lohberg Lohe Lohe-Föhrden Lohe-Rickelshof Lohfelden Lohklindt Lohmar Lohme Lohmen Lohne Lohnsfeld Lohr Lohra Lohrbach Lohsa Loiching Loiching/Kronwieden Loit Loitz Lollar Lollschied Lommatzsch Longkamp Lonnig Lonsee Lonsheim Loose Lorch Lorchhausen Lorsch Losheim Losheim-Bergen Losheim-Britten Lossa Lossatal Lossatal/ Lossburg Lostau Lotte Lottstetten Loxstedt Loxstedt-Nesse Loxstedt-Ueterlande Loßburg Lubmin Lucka Luckau Luckenbach Luckenwalde Luckow Ludendorf Ludorf Ludwigsau Ludwigsburg Ludwigschorgast Ludwigsfelde Ludwigshafen Ludwigshafen-Mundenheim Ludwigshafen-Oggersheim Ludwigshafen-Rheingönheim Ludwigshafen-Ruchheim Ludwigshöhe Ludwigslust Ludwigsstadt Ludwigsthal Ludwigswinkel Lug Lugau Lugau/Erzgeb. Luhe-Wildenau Luhnstedt Lunden Lunzenau Lupburg Lustadt Lutherstadt Lutherstaft Lutter Lutzerath Lutzerathe Lutzhorn Lützen Lychen Lägerdorf Lähden Löbau Löbejün Löbnitz Löchgau Löcknitz Lödderitz Löderburg Löf Löffingen Löffingen-Reiselfingen Löhlbach Löhnberg Löhne Löhnhorst Löllbach Löningen Löningen-Borkhorn Lörrach Lörrach- Lörzweiler Lösnich Löwenberg Löwenberger Löwenstein Lößnitz Lübars Lübbecke Lübben Lübbenau Lübbenau/Spreewald Lübberstedt Lübeck Lübeck-Dänischburg Lübeck-Travemünde Lübow Lübs Lübtheen Lübz Lüchow Lückendorf Lüdenscheid Lüder Lüderitz Lüdersdorf Lüdershagen Lüdinghausen Lüerdissen Lügde Lügde-Elbrinxen Lühburg Lühmannsdorf Lüneburg Lünen Lünen-Gahmen Lünne Lünten Lürschau Lüssow Lütau Lütetsburg Lütjenburg Lütjenholm Lütjensee Lütjenwestedt Lütow Lüttenmark Lüttgenrode Lütz Lützelbach Lützen Lützenbach Lützow MERZIG Maasbüll Maasen Maasholm Machern Mackenbach Magdeburg Magdeburg-Ottersleben Magstadt Mahlberg Mahlow Mahlsdorf Mahlstetten Mahlwinkel Mahlzow Maichingen Maikammer Main-Taunus-Kreis Mainaschaff Mainburg Mainburg-Sandelzhausen Mainburg/Unterempfenbach Mainhardt Mainhardt-Ammertsweiler Mainhausen Mainleus Maintal Maintal-Bischofsheim Mainz Mainz-Bingen Mainz-Bretzenheim Mainz-Finthen Mainz-Gonsenheim Mainz-Kastel Mainz-Kostheim Mainz-Laubenheim Mainz-Lerchenberg Maisach Maitenbeth Malberg Malborn Malchin Malchow Malchow-Inselstadt Malente Malente-Krummsee Malgersdorf Mallersdorf-Pfaffenberg Malliß Malow Malsburg-Marzell Malsch Malsch-Waldprechtsweier Malsch-Waldprechtsweiler Malsch/Waldprechtsweier Malschwitz Malschwitz/ Malsfeld-Beiseförth Malterdingen Mammendorf Mamming Manching Mandel Mandelbachtal Mandern Manderscheid Mannheim Mannheim-Feudenheim Mannheim-Friedrichsfeld Mannheim-Seckenheim Mannheim-Waldhof Mannheim-Wallstadt Mannweiler-Cölln Mansfeld Mantel Manubach Marbach Marburg March Margetshöchheim Marienberg Marienberg-OT Marienborn Marienfließ Marienhafe Marienhagen Marienheide Marienmünster Marienrachdorf Marienthal Marienwerder Maring-Noviand Marisfeld Mark Markdorf Markersdorf Markgröningen Markkleeberg Markkleeberg-Auenhain Marklkofen Marklohe Markneukirchen Markranstädt Markransädt Markt Marktgraitz Marktheidenfeld Marktl Marktleugast Marktoberdorf Marktredwitz Marktschellenberg Marktsteft Marktzeuln Marl Marloffstein Marlow Marmagen Marne Marnitz Maroldsweisach Marpingen Marquartstein Marsberg Marsberg- Marsberg-Bredelar Marsberg-Essentho Marschacht Marschalkenzimmern Martenroth Martensrade Martfeld Martinroda Martinshöhe Martinstein Marxen Marxheim-Gansheim Marxzell Marzhausen Marzling Masburg Maselheim-Sulmingen Massenbachhausen Massenhausen Masserberg Masserberg/ Massing Mastershausen Mattsies Matzenbach Mauchenheim Mauer Mauern Maulbronn Mauth Maxdorf Maxen Maxhütte-Haidhof Maxhütte-Haudhof Maxsain Mayen Mayen-Koblenz Mayschoss Maßweiler Mechelgrün Mechernich Mechernich-Eicks Mechernich-Kommern Mechernich-Roggendorf Mechernich-Wachendorf Mechterstädt Meckel Meckenbeuren Meckenheim Meckenheim-Merl Meckenheim/Kottenforst Meckesheim Medard Meddersheim Meddewade Medebach Medebach-Küstelberg Medebach-Medelon Medelby Medow Meeder Meerane Meerbeck Meerbsuch Meerbusch Meerbusch-Bösinghoven Meerbusch-Strümp Meerfeld Meersburg Meersburg-Riedetsweiler Meggerdorf Mehlbach Mehle Mehlingen Mehltheuer Mehren Mehring Meiling Meine Meine-Wedesbüttel Meinersdorf Meinersen Meinerzhagen Meineweh Meinhard Meiningen Meisburg Meisenheim Meitingen Meitingen-Ostendorf Meißen Meißenheim Meißner Melbeck Melchow Meldorf Melle Mellenbach Mellendorf Mellensee Mellenthin Mellingen Mellinghausen Mellrichstadt Melsbach Melsdorf Melsungen Melsungen-Günsterode Melsungen-Röhrenfurth Melz Memmingen Memmingen-Amendingen Memmingerberg Menden Mendig Mengen Mengen-Ennetach Mengerschied Mengersgereuth-Hämmern Mengerskirchen Mengerskirchen-Dillhausen Menslage Menteroda Meppen Merbelsrod Merching Merchweiler Merenberg Mering Merkers Merklingen Merseburg Mertloch Merxheim Merzalben Merzdorf Merzen Merzenich Merzig Merzig-Hilbringen Merzig-Stadt Merzkirchen Meschede Meschede-Berge Meschede-Grevenstein Mescherin Mesekenhagen Mesekenhagen/OT Mespelbrunn Messel Messingen Mestlin Metelen Metelsdorf Metten Mettendorf Mettenheim Metterich Mettingen Mettlach Mettlach-Orscholz Mettmann Mettweiler Metzdorf Metzingen Metzingen-Neuhausen Metzkausen Meudt Meusegast Meuselbach-Schwarzmühle Meuselwitz Meyenburg Meyn Meßkirch Meßkirch-Menningen Meßstetten Meßstetten-Heinstetten Michelau Michelbach Michelfeld Michelstadt Michelstadt-Steinbach Michendorf Middelhagen Midlum Miehlen Mielkendorf Miellen Miesbach Mietingen Mihla Milbitz Mildenau Mildstedt Millen Millienhagen-Oebelitz Milmersdorf Milow-Kastorf Milow-Krinitz Milower Miltenberg Mindelheim Mindelzell Minden Minden-Kutenhausen Mintraching Mirow Misburg Missen-Wilhams Mistelgau Mistorf Mittelangeln Mittelbiberach Mittelbrunn Mitteleschenbach Mittelherwigsdorf Mittelnkirchen Mittelstenahe Mittelstennahe Mittelstetten Mittelstrimmig Mittenaar Mittenwalde Mitterfels Mittergars Mitterskirchen Mitterteich Mitterwöhr Mittweida Mitwitz Mixdorf Mochau Mockrehna Modautal Modautal-Brandau Moers Moers-Schwafheim Mogendorf Mohlsdorf Mohrkirch Moisburg Molbergen Molfsee Mollhagen Molmerswende Moltzow Monheim Monreal Monschau Monschau-Höfen Monschau-Imgenbroich Monschau-Mützenich Monsheim Montabaur Monzelfeld Monzenfeld Monzingen Moordorf Moorenweis Moormerland Moormerland-Warsingsfehn Moorrege Moos Moosbach Moosbeuren Moosburg Moosinning Moosthening Moosthenning Moosthenning/Dornwang Morbach Morbach-Bischofsdhron Morbach-Gonzerath Morbach-Hinzerath Morbach-Merscheid Morbach-Wederath Morgenröthe-Rautenkranz Moringen Moritzburg Morsbach Morschen Morshausen Morsum Mosbach Moselkern Mossautal Mottschieß Much Mucheln Mudau Mudau-Steinbach Mudau-Ünglert Mudenbach Mudersbach Mudershausen Mudestausee Muggensturm Mulda Mulda/Sachsen Muldenhammer Muldestausee Mulfingen Mulsum Mundelsheim Munderkingen Munkbrarup Munkmarsch Munster Murg Murnau Murr Murrhardt Murrhardt-Steinberg Muschenried Mussbach Musterstadt Mutlangen Mutterschied Mutterstadt Mutzschen Mylau Mz-Bretzenheim Mähring Märkisch Märkisch-Oderland-Hoppegarten Märkisch-Oderland-Neuenhagen Märkische Möckern Möckmühl Möckmühl-Züttlingen Mögglingen Möhnesee Möhnesee-Körbecke Möllenbeck Möllenhagen Mölln Mölschow Mölsheim Mömbris Mömlingen Möncgengladbach Mönchberg Mönchengladbach Mönchengladbach-Großheide Mönchengladbach-Rheydt Mönchengladbach-Wickrath Mönchenholzhausen Mönchgut Mönchhagen Mönchsdeggingen Mönchsroth Mönchweiler Mönkeberg Mönkebude Mönkhagen Mönkloh Mönsheim Mörfelden Mörfelden-Walldorf Möringen Mörlen Mörlenbach Mörlenbach-Bonsweiher Mörsbach Mörschied Mörsdorf Mörsfeld Möschwitz Möser Mössingen Mössingen-Öschingen Möthlow Mötzingen Mücheln Mücka Mücke Mücke-Sellnrod Müden Mügeln Müglitztal Mühl Mühlacker Mühlacker-Dürrmenz Mühlacker-Mühlhausen Mühlberg/Elbe Mühldorf Mühlen Mühlenbach Mühlenbeck Mühlenbecker Mühlendorf-Kreuzschuh Mühlhausen Mühlhausen-Ehingen Mühlhausen/Thüringen Mühlheim Mühlingen Mühltal Mülheim Mülheim-Kärlich Mülheim-Saarn Mülhheim-Kärlich Müllenbach Müllheim Müllrose Mülsen Münchberg Müncheberg Münchehofe München München-Aubing München-Pasing-Obermenzing Münchhausen Münchsmünster Münchsteinach Münchweiler Münchweiler/ Mündersbach Münklingen Münnerstadt Münsing Münsing-Ammerland Münsingen Münster Münster-Angelmodde Münster-Gelmer Münster-Handorf Münster-Hiltrup Münster-Sarmsheim Münster-Wolbeck Münsterappel Münsterdorf Münsterhausen Münsterland Münstermaifeld Münstermaifeld-Lasserg Münzenberg Mürlenbach Müsch Müssen NEUBURG NW-Lachen-Speyerdorf Nabburg Nachrodt-Wiblingwerde Nackenheim Nagel Nagold Nagold-Hochdorf Nagold-Pfrondorf Nahetal-Waldau Nahrendorf Naila Nalbach Namborn Nandlstadt Nannhausen Nanzdietschweiler Nassau Nassenfels Nassenheide Nastätten Nattenheim Nattheim Nauen Nauheim Naumburg Naundorf Naunhof Nauort Nauroth Nazza Naßweiler Nebel Nebra Neckar-Odenwald-Kreis Neckarbischofsheim Neckargemünd Neckargemünd-Dilsberg Neckargerach Neckarsteinach Neckarsulm Neckartailfingen Neckartenzlingen Neckarwestheim Neckarzimmern Neddemin Nedlitz Neef Neenstetten Neetze Neetzka Neetzow Negast Negernbötel Nehlitz Nehms Nehmten/OT Nehren Neidenbach Neidenfels Neidenstein Neidlingen Neitersen Neißeaue Neißemünde Nellingsheim Nempitz Nemsdorf-Göhrendorf Nenndorf Nennhausen Nentershausen Neresheim Neresheim-Elchingen Neroth Nersingen Nerzweiler Neschwitz Nesse Nesselwang Nessendorf Nessetal Netphen Nettelsee Nettersheim Nettersheim- Nettersheim-Marmagen Nettetal Nettetal-Lobberich Netzeband Netzschkau Neu Neu-Anspach Neu-Eichenberg Neu-Isenburg Neu-Ulm Neu-Ulm-City Neu-Ulm-Reutti Neualbenreuth Neubartelshagen Neubeckum Neuberend Neuberg Neubeuern Neubiberg Neubrandenburg Neubukow Neubulach Neuburg Neudenau Neudenau-Herbolzheim Neudietendorf Neudrosselfeld Neue Neuenburg Neuenbürg Neuendeich Neuendorf-Heide Neuendorf/ Neuenfelde Neuengörs Neuenhagen Neuenhaus Neuenhofe Neuenkirchen Neuenkirchen-Vörden Neuenmarkt Neuenrade Neuenstadt Neuenstein Neuenstein- Neuenthal Neuerburg Neuerkirch Neufahrn Neufeld Neuferchau Neuffen Neufinsing Neufra Neufunnixsiel Neugersdorf Neugraben Neuhardenberg Neuharlingersiel Neuhaus Neuhausen Neuhausen-Hamberg Neuhausen/Erzgebirge Neuhausen/Spree Neuhemsbach Neuhof Neuhofen Neuhäusel Neuhütten Neukalen Neukamperfehn Neukieritzsch Neukirch Neukirchen Neukirchen-Vluyn Neukirchen/Erzgebirge Neukirchen/Pleiße Neukloster Neukrichen Neuleiningen Neulewin Neulingen Neulussheim Neulußheim Neulöwenberg Neumagen-Dhron Neumarkt Neumarkt-Sankt Neumünster Neunburg Neundorf Neunheilingen Neunkhausen Neunkichen Neunkirchen Neunkirchen- Neunkirchen-Altenseelbach Neunkirchen-Seelscheid Neupetershain Neuravensburg Neureichenau Neuried Neuruppin Neusalza-Spremberg Neuss Neustadt Neustadt-Borstel Neustadt-Geinsheim Neustadt-Glewe Neustadt-Haardt Neustadt-Mardorf Neustadt-Schneeren Neustadt/ Neustadt/Harz Neustadt/Vogtl. Neustetten Neustrelitz Neusäss Neusäß Neusäß-Hainhofen Neusäß-Ottmarshausen Neutraubling Neutrebbin Neuwied Neuwied-Feldkirchen Neuwied-Segendorf Neuzelle Neuäß Neuötting Newel Ney Nickenich Nidda Niddatal Nidderau Nidderau-Erbstadt Nideggen Nideggen-Abenden Nideggen-Embken Nideggen-Rath Nideggen-Schmidt Nieblum Niebüll Niedenstein Nieder Nieder-Hilbersheim Nieder-Olm Nieder-Wiesen Niederaichbach Niederalben Niederalteich Niederau Niederaula Niederbachheim Niederbergkirchen Niederbrechen Niederbreitbach Niedercunnersdorf Niederdodenleben Niederdodernleben Niederdorf Niederdorfelden Niederdürenbach Niederer Niedererbach Niedereschach Niederfischbach Niederfrohna Niedergörsdorf Niederhambach Niederheimbach Niederhofen Niederkassel Niederkirchen Niederkleevez Niederkrüchten Niederkumbd Niederlamitz Niederlangen Niederlommatzsch Niedermohr Niedermurach Niedernberg Niederndodeleben Niedernhall Niedernhausen Niedernhausen-Königshofen Niederrieden Niederroßbach Niederroßla Niedersachen Niedersachsen Niedersayn Niederstadtfeld Niedersteinebach Niederstetten Niederstetten-Streichental Niederstotzingen Niederstotzingen-Oberstotzingen Niederstozingen Niedertrebra Niederusel Niederwallmenach Niederwerrn Niederwerth Niederwiesa Niederwinkling Niederwörresbach Niederwürschnitz Niederzier Niederzier-Oberzier Niederzissen Niefern-Öschelbronn Nieheim Niehuus Niemberg Niemegk Nienburg Niendorf Niendorf/Bad Nienhagen Nienstädt Nienwohld Nierderkrüchten Niersbach Nierstein Nieschütz Niesgrau Niesky Nieste Niestetal Nimritz Nimshuscheid Nimsreuland Nindorf Nister Nisterberg Nistertal Nistertal-Erbach Nittel Nittenau Nittendorf Nitzow Nobitz Nochern Noer Nohfelden Nohfelden- Nohn Nonnenhorn Nonnenweier Nonnweiler Nordden Norden Norden-Norddeich Nordendorf Nordenham Nordenham-Einswarden Nordenstadt Norderbrarup Nordermeldorf Norderney Norderstapel Norderstedt Norderstedt-Harksheide Norderwöhrden Nordgermersleben Nordhalben Nordharz Nordhastedt Nordhausen Nordheim Nordheim-Nordhausen Nordholz Nordhorn Nordhorn-Brandlecht Nordleda Nordrach Nordrhein-Westfalen Nordseeheilbad Nordstemmen Nordstemmen-Groß Nordstrand Nordwalde Nordwestuckermark Norheim Northeim Nortmoor Nortorf Nossen Nossendorf Nottuln Nottuln-Appelhülsen Notzingen Nussdorf Nusse Nuthe-Urstromtal Nuthetal Nußbach Nußdorf Nußloch Nußloch-Maisbach Nächst Nägelstedt Nähe Nöbdenitz Nördlingen Nörten-Hardenberg Nörtershausen Nörthen-Hardenberg Nörvenich Nörvenich-Rommelsheim Nörvenich-Wissersheim Nümbrecht Nünchritz Nünschweiler Nürnberg Nürnberg-Boxdorf Nürtingen Nürtingen-Reudern Nützen OFFENBACH OT Ober Ober-Flörsheim Ober-Gleen Ober-Hilbersheim Ober-Mumbach Ober-Mörlen Ober-Olm Ober-Ramstadt Oberahr Oberammergau Oberasbach Oberau Oberaudorf Oberaula Oberbarnim Oberbettingen Oberboihingen Oberbrombach Obercunnersdorf Oberderdingen Oberdiebach Oberding Oberdolling Oberdorla Oberehe-Stroheich Oberelbert Obererbach Oberfell Obergriesbach Obergurig Obergünzburg Oberhaching Oberhaid Oberharmersbach Oberharz Oberhausen Oberhausen-Dümpten Oberhausen-Rheinhausen Oberhavel-Birkenwerder Oberhavel-Mühlenbecker-Land-Schildow Oberheimbach Oberheldrungen Oberhof Oberirsen Oberjettingen Oberkail Oberkatz Oberkirch Oberkochen Oberkotzau Oberkrämer Oberlahnstein Oberlahr Oberlaindern Oberlauterbach Oberlungwitz Obermaßfeld Obermaßfeld-Grimmenthal Obermehler Obermichelbach Obermohr Obermoschel Obernbreit Obernburg Oberndorf Oberndorf-Aistaig Obernfeld Obernheim Obernheim-Kirchenarnbach Obernholz Obernkirchen Obernkrchen Obernwohlde Obernzell Oberostendorf Oberotterbach Oberpframmern Oberpöring Oberreichenbach Oberreifenberg Oberreute Oberriexingen Oberrimsingen Oberrod Oberrot Oberroßbach Obersaida Oberscheinfeld Oberschleissheim Oberschleißheim Oberschlettenbach Oberschneiding Oberschwarzach Oberschweinbach Oberschöna Oberschönau Oberschönegg Oberseifersdorf Obersimten Obersinn Obersontheim Oberstadion Oberstadt Oberstadtfeld Oberstaufen Oberstdorf Oberstenfeld Obersulm Obersülzen Obertaufkirchen Oberteuringen Obertraubling Obertshausen Obertshausen-Hausen Oberursel Oberursel-Oberstedten Oberviechtach Obervolkach Oberwambach Oberweid Oberweiler Oberweis Oberweißbach Oberwesel Oberweser Oberwiera Oberwiesen Oberwiesenthal Oberwolfach Oberzeitelbach Oberzent Oberzent-Olfen Obhausen Obing Obrigheim Obrigheim-Mörtelstein Ochsenfurt Ochsenhausen Ochsenwang Ochtendung Ochtersum Ochtmersleben Ochtrup Ockenfels Ockenheim Ockfen Odderade Odelzhausen Odenbach Odensachsen Odenthal Oder-Spree Oder-Spree-Woltersdorf Oderaue Oderberg Odernheim Oderwitz Odisheim Oebisfelde Oechsen Oederan Oedheim Oelde Oelixdorf Oelsberg Oelsnitz Oelsnitz-Vogtland Oelsnitz/Vogtland Oelzschau Oepfershausen Oer Oer-Erkenschwick Oerel Oering Oerlenbach Oerlinghausen Oerlinghausen-Altstadt Oesfeld Oesterdeichstrich Oesterwurth Oestrich-Winkel Oettingen Oevenum Oeversee Oeynhausen Offenau Offenbach Offenbach-Bürgel Offenbach-Hundheim Offenbach-Rumpenheim Offenberg Offenburg Offingen Offleben Offstein Ofterdingen Ofterschwang Oftersheim Ohlsbach Ohmden Ohrdruf Olbernhau Olbernhau/ Olbersdorf Olbersleben Olching Oldenburg Oldenbüttel Oldendorf Oldenswort Oldersbek Oldisleben Oldsum Olfen Olk Ollendorf Ollmuth Olpe Olsber2 Olsberg Olzheim Oppach Oppenau Oppenheim Oppenweiler Oranienbaum Oranienbaum-Wörlitz Oranienburg Oranienburg-Germendorf Orenhofen Orlamünde Ortenberg Ortenburg Ortrand Osann-Monzel Osburg Oschatz Oschersleben Osnabrück Osnabrück-Atter Ostbevern Ostdorf Osteeheilbad Osteel Ostelsheim Osten Ostenfeld Osterburg Osterburken Osterby Ostercappeln Osterfeld Osterhausen Osterhever Osterhofen Osterholz Osterholz-Scharmbeck Osterholz-Scharmbeck- Osternienburger Osterode Osterode-Lerbach Osterrönfeld Osterstedt Ostertor Osterweddingen Osterwieck Osterwieck-Zilly Ostfildern Ostfildern-Kemnat Ostfildern-Nellingen Ostheim Osthofen Ostholstein Ostingersleben Ostrach Ostrau Ostrhauderfehn Ostritz Ostseebad Oststeinbek Oststeinbek-Havighorst Ostvorpommern Ottendorf Ottendorf-Okrilla Ottendorf/Okrilla Ottenhofen Ottensoos Ottenstein Otter Otterbach Otterberg Otterndorf Ottersberg Ottersheim Otterstadt Ottersweier Otterwisch Ottmannshausen Ottmarshausen Ottobeuren Ottobrunn Ottrau Ottweiler Ottweiler-Lautenbach Ottweiler-Steinbach Otzberg Otzberg-Oberklingen Otzing Ovelgönne Overath Owen Owen/Teck Owingen Owschlag Oyten Oßling PLAUEN Padenstedt-Kamp Paderborn Paderborn-Marienloh Pahlen Painten Palling Palmersheim Palzem Pampow Panker Panketal Panketal/OT Pansdorf Pansfelde Panten Pantenburg Panzweiler Papenburg Papendorf Papenhagen Papenrode Parchen Parchim Parkentin Parkstein Parsau Parsberg Parsteinsee Partenheim Partenstein Pasewalk Pasing Passau Passau-Hacklberg Passow Pastow Patersdorf Pattensen Paulinenaue Paunzhausen Pausa Pausa-Mühltroff Pausa/Vogtland Pechbrunn Peenehagen Peertz Peeselin Peffingen Pegau Pegau/OT Pegnitz Peheim Peickwitz Peine Peine/Telgte Peissen Peiting Peitz Peißenberg Pellworm Pelm Penig Penkun Penkun/OT Pennewitt Pennigsehl Pentenried Penzberg Penzing Penzlin Pepelow Perl Perleberg Perlesreut Pessin Petersaurach Petersberg Petersdorf-Alsmoos Petershagen Petershagen/ Petershagen/Eggersdorf Petershausen Peterslahr Peterswald-Löffelscheid Peterwitz Petting Petze Pfaffen-Schwabenheim Pfaffenberg Pfaffengrün Pfaffenhofen Pfaffing Pfaffroda Pfalzel Pfalzgrafenweiler Pfarrkirchen Pfedelbach Pfeffenhausen Pfinztal Pfinztal-Berghausen Pfofeld Pforzen Pforzheim Pforzheim-Büchenbronn Pforzheim-Huchenfeld Pfreimd Pfronten Pfullendorf Pfullingen Pfungstad Pfungstadt Pförring Philippsburg Philippsthal Picher Piesau Piesport Piesport-Niederemmel Pietzpuhl Pillig Pilsting Pilsting/ Pingelshagen Pinnau Pinnberg Pinneberg Pinneberg-Waldenau Pinnow Pinzberg Pirmasens Pirna Pirow Plaidt Planegg Plankenfels Plankstadt Plate Plattenburg Plattling Plau Plauen Plech Pleckhausen Pleidelsheim Plein Pleinfeld Pleinting Pleisweiler-Oberhofen Pleizenhausen Plessa Plettenberg Pliening Pliezhausen Plochingen Plön Plötzkau Plüderhausen Plüschow Plütscheid Pockau Pockau-Lengefeld Pocking Poggensee Pohle Pohlheim Pohlheim-Hausen Poing Polau Polch Polch-Gappenach Polle Pollhagen Polling Poltersdorf Polz Pommelsbrunn Pommersfelden Poppenhausen Porschendorf Porta Poseritz Posseck Possendorf Postbauer-Heng Postfeld Postlow Postmünster Potsdam Potsdam-Babelsberg Pottenstein Pottum Pouch Pr.Oldendorf Prangendorf Pratau Preetz Preist Premnitz Prenzlau Prerow Presseck Preten Pretzfeld Pretzier Preußisch Priborn Prichsenstadt Prien Priepert Prisannewitz Prisdorf Prittriching Pritzwalk Probsteierhagen Probstzella Pronstorf Prosigk Pruchten Prödel Prüm Prützke Puchheim Puderbach Pulheim Pulheim-Geyen Pullach Pullenreuth-Dreihäuser Pulsnitz Pulspforde Puschendorf Putbus Putgarten Putlitz Putzbrunn Pyrbaum Päse Pöcking Pöcking-Maising Pöhl Pölitz Pölitz/Schmachthagen Pölzig Pömmelte Pönitz Pössneck Pötenitz Pöttmes Pößneck Pünderich Pürgen Pütlingen Püttlingen Püttlingen-Köllerbach Qierschied Quadrath-Ichendorf Quakenbrück Quarnbek Quedlinburg Queidersbach Quenstedt Querfurt Quern Querstedt Quickborn Quierschied Quilow Quirnbach Quitzdorf RETHWISCH Rab Rabel Raben Rabenau Rabenstein/ Rabenstein/Fläming Rackwitz Radbruch Raddestorf Radeberg Radebeul Radeburg Radefeld Radegast Radensleben Radevormwald Radibor Radolfzell Radolfzell-Böhringen Radolfzell-Möggingen Raduhn Raesfeld Ragow-Merz Raguhn Raguhn-Jeßnitz Rahden Rahlstedt Rain Raisdorf Ralingen Ralingen-Godendorf Ralswiek Ramberg Rambin Rammelsbach Rammenau Rammingen Ramsdorf-Velen Ramsen Ramstein-Miesenbach Ramsthal Randowtal Rangendingen Rangsdorf Rankwitz Ransbach-Baumbach Ranschbach Ranstadt Ransweiler Rantrum Rantzau Ranzin Raschau Raschau-Markersbach Rascheid Rastatt Rastatt-Ottersdorf Rastede Rastede-Wahnbek Rastenberg Rastow Ratekau Rathen Rathenow Rathmannsdorf Rathskirchen Ratingen Ratingen-Hösel Ratingen-Lintorf Ratingen-Ost Rattenberg Rattiszell Ratzeburg Raubach Raubling Rauen Rauenberg Rauheim Rauhenebrach Rauhenebrach-Koppenwind Raumbach Raunheim Rauschenberg Rausdorf Ravensburg Ravenstein Ravenstein-Merchingen Raßnitz Rechberghausen Rechenberg-Bienenmühle Rechlin Rechtsupweg Reckahn Recke Reckershausen Recklinghausen Reddelich Redekin Rednitzhembach Redwitz Rees Reestow Reeßum Regen Regensburg Regensburg-Rheinhausen Regenstauf Regesbostel Regis-Breitingen Regnitzlosau Rehau Rehbeck Rehborn Rehburg Rehburg-Loccum Rehden Rehe Rehefeld Rehfelde Rehling Rehlingen Rehlingen-Gerlfangen Rehlingen-Siersburg Rehlingen-Siersburg-Biringen Rehlingen-Siersburg-Hemmersdorf Rehm-Flehde-Bargen Rehna Reichartshausen Reichelsheim Reichenbach Reichenbach-Steegen Reichenbach/F. Reichenbach/O.L. Reichenbach/Oberlausitz Reichenberg Reichenschwand Reichenwalde Reichersbeuern Reichertshausen Reichertsheim Reichertshofen Reichselsheim Reichshof Reichsthal Reidenhausen Reiffelbach Reifferscheid Reil/Mosel Reilingen Reinbek Reinberg Reinfeld Reinhardshagen Reinheim Reinkenhagen Reinsbüttel Reinsdorf Reinsfeld Reinstorf Reisbach Reischach Reisdorf Reisensburg Reiskirchen Reiskirchen-Saasen Reislingen Reit Reitzenhain Reken Relingen Rellingen Relzow Remagen Remchingen Remchingen-Nöttingen Remchingen-Singen Remlingen Remlingen-Semmenstedt Remptendorf Remscheid Remscheid-Lennep Remse Remseck Remseck-Aldingen Remshalden Remshalden-Hebsack Renchen Rendsburg Rendsburg-Eckernförde Rengsdorf Rennerod Rennerod-Emmerichenhain Rennertshofen Renningen Renzow Reppenstedt Rerik Rethem Rethwisch Rettenbach Rettenberg Retterath Rettigheim Rettin Reuden Reute Reutern Reuth Reutlingen Reutlingen-Betzingen Reutlingen-Gönningen Reutlingen-Mittelstadt Reutlingen-Ohmenhausen Reutlingen-Sickenhausen Reußenköge Rhade Rhauderfehn Rhaunen Rheda-Wiedenbrück Rhede Rhede-Krechting Rhede-Vardingholt Rhede/Ems Rhein-Pfalz-Kreis Rhein-Sieg-Kreis Rheinau Rheinbach Rheinbach-Merzbach Rheinbach-Oberdrees Rheinberg Rheinbreitbach Rheinbrohl Rheinböllen Rheine Rheinfelden Rheinfelden- Rheinhausen Rheinland-Pfalz Rheinmünster Rheinsberg Rheinstetten Rheinstetten- Rheinstetten-Mörsch Rheisberg Rhens Rheurdt Rhinow Rhodt Rhumspringe Rhön-Grabfeld Rhönblick Ribbesbüttel Ribnitz Ribnitz- Ribnitz-Damgarten Richtenberg Rickenbach Rickensdorf Ried Riedbach Riede Riedelberg Rieden Riedenberg Riedenburg Riederich Riedhausen Riedlingen Riedlingen-Daugendorf Riedlingen-Teilort Riedstadt Riedstadt-Goddelau Riegelsberg Riekofen Rielasingen Rielasingen-Worblingen Riemerling Rieneck Riepsdorf Riesa Rieseby Rieste Riesweiler Rietberg Riethnordhausen Rietschen Rietz-Neuendorf Rietzneuendorf-Staakow Rimbach Rimbach/Albersbach Rimpar Rinchnach Ringe Ringfurth Ringgau Ringgau/OT Ringsberg Ringsheim Ringstedt Rinnthal Rinteln Rinzenberg Rippershausen Risum-Lindholm Ritschenhausen Ritterhude Rittersdorf Rivenich Riveris Rißtissen Rochau Rochlitz Rockenberg Rockenhausen Roda Rodalben Rodeberg Rodenbach Rodenbek Rodenberg Rodewald Rodewisch Rodgau Rodgau-Jügesheim Roding Roetgen Roggenburg Roggendorf Roggenstorf Roggentin Rogätz Rohlstorf Rohr Rohrbach Rohrbach-Fahlenbach Rohrdorf Rohrenfels Rohrsen Rohrsheim Roigheim Roitham Roitzschjora Rolfsbüttel Rollwitz Rom Rommerskirchen Rommerskirchen-Sinsteden Rondorf Ronneburg Ronnenberg Ronnenberg-Empelde Ronnenberg-Stadt Ronsberg Ronshausen Rosbach Rosbach-Rodheim Rosche Rosdorf Rosenbach Rosenberg Rosendahl Rosendahl-Holtwick Rosenfeld Rosenfeld- Rosenfeld-Isingen Rosengarten Rosenhagen Rosenheim Rosenkopf Rosenow Rosenthal Rosenthal-Bielatal Rositz Roskow Rosow Rossau Rossau/Seifersbach Rossbach Rossdorf Rossow Rosswein Rostock Rostock-City Rostock-Evershagen Rostock-Gehlsdorf Rot Rotenburg Rotenburg/Wümme Roth Rothemühl Rothenberg Rothenburg Rothenburg/Oberlausitz Rothenhain Rothschwaige Rott Rottach-Egern Rottach-Oberhof Rottenacker Rottenbach Rottenburg Rottenburg-Dettingen Rotthalmünster Rottmersleben Rottweil Rottweil-Feckenhausen Roxheim Roßbach Roßdorf Roßlau Roßleben Roßleben-Wiehe Roßwein Rubkow Rubow Rudersberg Ruderting Rudolstadt Ruhla Ruhland Ruhmannsfelden Ruhpolding Ruhstorf Ruhwinkel Rullstorf Rumbach Runding Runkel Runkel-Schadeck Runkel/ Ruppach Ruppach-Goldhausen Ruppersdorf Ruppertsecken Ruppertshofen Ruppertsweiler Ruppichteroth Ruschberg Rust Rutesheim Rutesheim/Perouse Ruthe Ruthweiler Rutsweiler Ruttersdorf-Lotschen Räbke Ränkam Rätzlingen Röbel Röbel/Müritz Röblingen Rödelhausen Rödental Rödental-Kipfendorf Röderaue Röderland Rödermark Rödersheim-Gonau Rödersheim-Gronau Rödibgahausen Rödinghausen Rödinghausen-Schwenningdorf Rögling Röhrmoos Röhrnbach Röllbach Römerberg Römerstein Römhild Rösrath Rösrath-Forsbach Rösrath-Stümpen Rötgesbüttel Rötha Röthenbach Rötsweiler-Nockenthal Röttenbach Röttingen Rötz Rübeland Rübenach Rückersdorf Rüdersdorf Rüdesheim Rüdigershagen Rüdnitz Rügen Rühen Rühstädt Rüllschau Rülzheim Rümmelsheim Rümmer Rümmingen Rümpel Rüscheid Rüsselsheim Rüsselsheim-Königstädten Rüssingen Rüthen Rüthen-Kallenhardt Rüthnick Rüting Sa Saal Saalburg Saalburg-Ebersdorf Saaldorf-Surheim Saalfeld Saalfeld/Saale Saalstadt Saarbrücken Saarbrücken-Altenkessel Saarbrücken-Burbach Saarbrücken-Dudweiler Saarbrücken-Klarenthal Saarbrücken-Scheidt Saarbrücken-Stadt Saarburg Saarburg-Hosteberg Saarlouis Saarlouis-Lisdorf Saarlouis-Roden Saarlouis-Steinrausch Saarwellingen Sabershausen Sachsen Sachsen-Anhalt Sachsendorf Sachsenhagen Sachsenheim Sachsenkam Saerbeck Saffig Sagard Sailauf Salach Salching Saldenburg Salem Salem-Dargow Salgen Sallgast Salm Salzatal Salzatal/OT Salzbergen Salzgitter Salzgitter-Bad Salzgitter-Beinum Salzgitter-Bruchmachtersen Salzgitter-Gebhardshagen Salzgitter-Ringelheim Salzgitter-Salder Salzgitter/Salder Salzhausen Salzhemmendorf Salzhemmendorf/Lauenstein Salzkotten Salzkotten-Scharmede Salzmünde Salzwedel Salzweg Samerberg Samswegen Samtens Sandberg Sande Sandersdorf Sandersdorf-Brehna Sandersleben Sandhagen Sandhatten Sandhausen Sandkrug Sangerhausen Sanitz Sankt Sargenroth Sargstedt Sarmersbach Sarnow Sarow Sarstedt Sasbachwalden Sassenberg Sassenberg-Füchtorf Sassenburg Sassenburg/ Sassnitz Saterland Saterland/Strücklingen Satow Satrup Satteldorf Sattelweiler Satzung Sauensiek Sauerlach Sauerthal Sauldorf Saulgau Saulheim Saupsdorf Sauzin Sayda Schaafheim Schaalby Schacht-Audorf Schackendorf Schackensleben Schafflund Schafstedt Schafstädt Schalkau Schalkenbach Schalkenmehren Schalkholz Schalksmühle Schallbach Schallodenbach Schallstadt Schaprode Scharbeutz Scharbeutz-Klingberg Scharbeutz/Ostsee Scharbow Scharfenstein Scharnebeck Schashagen Schauenburg Schauenburg- Schauenburg-Elgershausen Schauenstein Schaumburg Schauren Schechingen Scheden Scheer Scheeßel Schefflenz Scheggerott Scheibenhardt Scheidegg Scheinfeld Schelklingen Schelldorf Schellerten Schellhorn Schellroda Schellweiler Schemmerhofen Schemmerhofen-Schemmerberg Schenefeld Schenkelberg Schenkenberg Schenkendöbern Schenkenzell Schenklengsfeld Schermbeck Schermbeck-Gahlen Schermen Schernfeld Schernikau Scherstetten Scheuen Scheuerfeld Scheuring Scheyern Scheßlitz Schieder Schieder-Schwalenberg Schierling Schiesheim Schiffdorf Schiffdorf-Spaden Schiffdorf/ Schifferstadt Schiffweiler Schildau Schildow Schillingen Schillingsfürst Schillingstedt Schiltach Schimberg Schindhard Schinkel Schipkau Schirgiswalde Schirgiswalde-Kirschau Schirnding Schkeuditz Schkopau Schkölen Schladen Schladen-Werla Schlagenthin-Genthin Schlangen Schlangen- Schlangenbad Schlangenbad-Georgenborn Schlangenbad-Wambach Schlangenbad/ Schlat Schlebusch Schleching Schlechtsart Schlegel Schleich Schleid Schleiden Schleiden-Gemünd Schleiden-Harperscheid Schleiden-Oberhausen Schleife Schleiz Schlemmin Schlepzig Schleswig Schlettau Schleusegrund Schleusingen Schleusingen/ Schleusingerneundorf Schlieben Schliengen Schliengen-Obereggenen Schlier Schlierbach Schliersee Schlipsheim Schlitz Schlitz-Üllershausen Schlotheim Schlowe Schloß Schloßböckelheim Schluchsee Schlöben Schlüchtern Schlüsselfeld Schmalbach Schmalensee Schmalkalden Schmallenberg Schmatzhausen Schmelz Schmelz-Michelbach Schmerbach Schmerz Schmidgaden Schmidmühlen Schmiedeberg Schmiedefeld Schmitshausen Schmitt Schmitten Schmitten-Arnoldshain Schmitten-Oberreifenberg Schmittweiler Schmon Schmölln Schmölln-Putzkau Schnackenburg Schnaittach Schnaittenbach Schnakenbek Schneckenlohe Schneeberg Schnega Schnellbach Schneppenbach Schneverdingen Schobüll Scholderup Schollene Schonach Schondorf Schondra Schongau Schonungen Schopfheim Schopfloch Schopp Schorfheide Schorndorf Schorndorf-Schornbach Schorndorf-Weiler Schornsheim Schorssow Schortens Schortens-Heidmühle Schortens-Middelsfähr Schortens-Sillenstede Schortens/Sillenstede Schossin Schotten Schramberg Schramberg-Sulgen Schramberg-Waldmössingen Schraplau Schriesheim Schriesheim-Altenbach Schrobenhauen Schrobenhausen Schrobenhausen-Mühlried Schrozberg Schröding Schuld Schulzendorf Schuttertal-Dörlinbach Schutz Schwaan Schwabach Schwabenheim Schwabhausen Schwabmünchen Schwabstedt Schwaig Schwaigern Schwaikheim Schwalbach Schwalbach-Hülzweiler Schwallbach Schwalmstadt Schwalmstadt-Treysa Schwalmtal Schwalmtal-Waldniel Schwanau Schwandorf Schwanebeck Schwanewede Schwanewede-Neuenkirchen Schwanfeld Schwangau Schwanheim Schwanstetten Schwarme Schwarmstedt Schwartbuck Schwarz Schwarzach Schwarzatal-Mellenbach Schwarzen Schwarzenbach Schwarzenbach/Saale Schwarzenbach/Wald Schwarzenbek Schwarzenberg Schwarzenberg-Erla Schwarzenberg/Erz. Schwarzenborn Schwarzenbruck Schwarzenfeld Schwarzheide Schwarzwald-Baar-Kreis Schwebheim Schwedelbach Schwedt Schwedt/Oder Schwegenheim Schweich Schweigen-Rechtenbach Schweighofen Schweindorf Schweinfurt Schweinitz Schweisweiler Schweitenkirchen Schwelm Schwendi Schwendi-Schönebürg Schwenningen Schwentinental Schwentinetal Schweppenhausen Schwerin Schwerin-Neumühle Schwerin-Wickendorf Schweringen Schwerte Schwesing Schwetzingen Schwichtenberg Schwieberdingen Schwielochsee Schwielochsee-Jessern Schwielowsee Schwienau Schwifting Schwindegg Schwinge Schwoitsch Schwollen Schwäbich Schwäbisch Schwärzelbach Schwülper Schäftlarn Schäftlarn-Ebenhausen Schöffengrund Schöfweg Schöllkrippen Schöllnach Schömberg Schömberg-Langenbrand Schömberg-Schörzingen Schömerich Schönaich Schönau Schönau-Berzdorf Schönbach Schönberg Schönberger Schönborn Schönborn-Dreiwerden Schönbrunn Schönbrunn-Moosbrunn Schöndorf Schönebeck Schöneberg Schöneberg/ Schönebürg Schöneck Schöneck-Büdesheim Schöneck/Vogtland Schönefeld Schöneiche Schönenberg-Kübelberg Schönermark Schönewalde Schönfeld Schönfließ Schöngeising Schönhausen Schönheide Schöningen Schönkirchen Schönow Schönsee Schönstedt Schöntal Schönwald Schönwalde Schönwalde-Glien Schönwölkau Schöppenstedt Schöppenstedt-Schliestedt Schöppingen Schörzingen Schülldorf Schüller Schülp Schürdt Schüttorf Sebnitz Seck Seckach Seddiner Sedelsberg Seebad Seebenau Seebruck Seeburg Seedorf Seefeld Seeg Seega Seegebiet Seehausen Seeheim Seeheim-Jugenheim Seeheim-Jugenheim/OT Seehof Seeland Seelbach Seelen Seelingstädt Seelitz Seelow Seelse Seelze Seeon-Roitham Seesen Seesen-Mechtshausen Seesen-Rhüden Seeshaupt Seeth Seevetal Seevetal-Maschen Seewald Seewald-Besenfeld Segeberg Segeletz Seggebruch Sehlem Sehlen Sehlendorf Sehmatal Sehmatal-Sehma Sehnde Sehnde-Klein Seibersbach Seiffen Seifhennersdorf Seinsfeld Seitingen- Seitingen-Oberflacht Selb Selbitz Selent Selfkant Selfkant-Millen Seligenstadt Selke-Aue Sellin Selm Selm-Bork Selm-Cappenberg Selmsdorf Selsingen Selters Selters-Niederselters Selters-Ortsteil Selters/ Selzen Sembach Semlow Semmenstedt Senden Sendenhorst Senftenberg Sengenthal Senheim Sensweiler Senzig Sereetz Serrig Sersheim Sessenbach Seth Setzingen Seubersdorf Seukendorf Seulingen Sevelen Sexau Seybothenreuth Seyda Sibbesse Siberatsweiler Sickingen Sickte Siebeldingen Siebenbäumen Siebenmorgen Siedenbollentin Siedenbrünzow Siedenburg Siefersheim Siegbach Siegbach-Oberndorf Siegburg Siegelbach Siegen Siegen-Mudersbach Siegenburg Siegsdorf Siegsdorf-Hammer Siek Sielenbach Sielow Sien Sierksdorf Sierksrade Sietow Sievershütten Sigmaringen Sigmaringen-Jungnau Sigmaringendorf Sigmarszell Silberstedt Sillerup Simbach Simmelsdorf Simmerath Simmerath-Hammer Simmerath-Rurberg Simmerath-Strauch Simmern Simmern/Hunsrück Simmersfeld Simmozheim Simonsberg Simonswald Sindelfingen Sindringen-Forchtenberg Singen Singhofen Sinn Sinntal Sinntal-Jossa Sinsheim Sinsheim-Ehrstädt Sinsheim-Eschelbach Sinspelt Sinzheim Sinzig Sinzing Sippersfeld Sittensen Sitters Soderstorf Soest Sohland Sohren Sohrschied Solingen Solingen-Dorp Solingen-Ohligs Sollerup Solln Sollstedt Sollwitt Solms Solms-Oberbiel Solnhofen Soltau Soltendieck Sommerfeld Sommerland Sommersdorf Sommersdorf-Marienborn Sondershausen Sonneberg Sonnefeld Sonnen Sonnenberg Sonnenbühl-Genkingen Sonnenschied Sonnewalde Sonsbeck Sontheim Sonthofen Sontra Sophienhamm Sophienhof Sottrum Soyen Soßmar Spabrücken Spahnharrenstätte Spaichingen Spalt Spalt-Großweingarten Spangdahlem Spangenberg Spantekow Spardorf Sparneck Spay Spechbach Speicher Speichersdorf Spelle Spenge Spesbach Spessart Speyer Spiegelau Spiegelberg Spiesen Spiesen- Spiesen-Elversberg Spiesheim Sponheim Spornitz Spraitbach Sprakensehl Spree-Neiße-Dissen-Striesow Spreetal Spremberg Sprendlingen Springe Springe-Völksen Sprockhövel St St. St.Ingbert St.Ingbert-Rohrbach St.Katharinen St.Leon-Rot St.Wendel Stade Stade-Wiepenkathen Stadland Stadland-Norderschwei Stadtallendorf Stadtbergen Stadthagen Stadthagen-Krebshagen Stadtilm Stadtkyll Stadtland Stadtlauringen Stadtlohn Stadtlohn-Wenningfeld Stadtoldendorf Stadtroda Stadtsteinach Stadtverband Stadum Stahlberg Stahlhofen Stahnsdorf Stahringen Staig Staig-Steinberg Stammbach Stammham Stapel Stapelfeld Starkenberg Starkenburg Starnberg Starzach Starzach-Wachendorf Stassfurt Staucha Staudernheim Staufen Staufenberg Staufenberg-Daubringen Staufenberg-Spiekershausen Stavenhagen Stavern Staßfurt Staßfurth Stederdorf Stedesand Stedten Steffenberg Steffenshagen Stegaurach Stegen Steigen Steigra Steimel Steimke Stein Steinach Steinau Steinau-Marborn Steinbach Steinbach-Hallenberg Steinberg Steinbergkirche Steinburg Steindorf Steinebach Steinebach/Wörthsee Steinefrenz Steinen Steinen-Lehnacker Steinenbronn Steinenstadt Steineroth Steinfeld Steinfurt Steinfurt-Borghorst Steingaden Steinhagen Steinhagen-Brockhagen Steinhagen-Zentrum Steinhausen Steinheid Steinheim Steinheim- Steinheim-Sandebeck Steinhorst Steinhude Steinhöfel Steinhöring Steinigtwolmsdorf Steiningen Steinkirchen Steinmauern Steinpleis Steinthaleben Steinweiler Steinwenden Steinwiesen Stelle Stelzenberg Stemshorn Stemwede Stendal Stephanskirchen Steppach Sternberg Sternebeck Sternenfels Sterup Stetten Stettfeld Steutz Steyerberg Stipshausen Stockach Stockdorf Stockelsdorf Stockheim Stockstadt Stockum-Püschen Stoetze Stolberg Stolberg-Donnerberg Stolk Stollberg Stolpe Stolpen Stolzenau Stolzenhagen Storbeck-Frankendorf Storkow Straelen Straeten Strahwalde Stralendorf Stralsund Strasburg Straubehardt-Conweiler Straubenhardt Straubing Straufhain/Linden Straupitz Strausberg Straußfurt Straußhof Straßberg Straßenhaus Straßkirchen Straßlach Straßlach-Dingharting Strehla Streithausen Striegistal Stromberg Strotzbüsch Struckum Strullendorf Struppen Struxdorf Ströbeck Stubben Stuer Stuhr Stuhr-Heiligenrode Stuhr-Neukrug Stutensee Stutensee- Stuttgart Stuttgart- Stuttgart-Degerloch Stuttgart-Vaihingen Stuttgart-Zazenhausen Stuttgart_Plieningen Stuvenborn Stätzling Stöckse Stödtlen Stönitz Stößen Stüde Stüdenitz Stüdenitz-Schönermark Stühlingen Stützengrün Suckow Suderburg Sugenheim Suhl Suhlendorf Sukow-Levitzow Suldzorf Sulingen Sulmingen Sulz Sulzbach Sulzbach-Laufen Sulzbach-Rosenberg Sulzbach/Murr Sulzbach/Saar Sulzfeld Sulzheim Sundern Sundhagen Surberg Surwold Sustrum Swistal-Odendorf Swisttal Swisttal-Buschhoven Swisttal-Odendorf Syke Syke-Barrien Sylt Sylt-Ost Sylt/ Sylt/Archsum Sylt/OT Syrau Syrgenstein Sächsische Söchtenau Sögel Söhlde Söhrewald Sölden Sömmerda Sörup Sötern Südbrookmerland Süderbrarup Süderdeich Süderende Süderfahrenstedt Südergellersen Süderhackstedt Süderhastedt Süderheistedt Süderholz Süderlügum Süderstapel Südharz Südkirchen Südliches Südlohn Südlohn-Oeding Südwinsen Sülfeld Sülzetal Süplingen Süpplingenburg Süsel Süsterseel Süttorf Süßen Taarstedt Taben-Rodt Tacherting Talhausen Talheim Talkau Talling Tambach Tamm Tamm-Hohenstange Tandern Tangerhütte Tangermünde Tangstedt Tann Tanna Tanne Tannenberg Tantow Tapfheim Tappenbeck Tarmstedt Tarnow Tarp Tarthun Tastrup Tating Taubenheim Tauberbischofsheim Taucha Tauche Tauer Taufkirchen Taufkirchen/ Taunusstein Taunusstein-Hahn Taunusstein-Wehen Taura Tautenhain Techentin Tecklenburg Tecklenburg-Stadt Tegernheim Tegernsee Teichwitz Teisendorf Teising Teisnach Telgte Tellig Tellingstedt Teltow Teltow-Fläming-Blankenfelde-Mahlow Temmen-Ringenwalde Temnitzthal Templin Tengen Teningen Teningen-Nimburg Tennenlohe Tensbüttel-Röst Tespe Tessenow Tessin Testorf-Steinfort Tetenbüll Tetenhusen Teterow Tettau Tettenweis Tettnang Teublitz Teuchern Teunz Teupitz Teuschnitz Teutschenthal Teutschenthal/Angersdorf Tewswoos Teßmannsdorf Thaden Thaining Thale Thaleischweiler Thaleischweiler-Fröschen Thalfang Thalfang-Bäsch Thalhausen Thalheim Thalheim/Erzgebirge Thallwitz Thalmassing Thalmässing Thannhausen Thanstein Tharandt Thekla Themar Theres Thiede Thierhaupten Thiersheim Thierstein Thiessow Tholey Tholey-Neipel Thomasburg Threna Thum Thumby Thundorf Thurmansbang Thyrnau Thüngen Thüngersheim Thüringen Tiddische Tiefenbach Tiefenbach-Ast Tiefenbronn Tiefenbronn- Tiefenbronn-Lehningen Tiefenort Tiefensee Tiefenthal Tielen Tierhaupten Timmendorfer Timmenrode Tinnum Tirpersdorf Tirschenreuth Titisee-Neustadt Titting Tittling Tittmoning Titz Titz-Ameln Todenbüttel Todendorf Todenroth Todesfelde Todtenweis Todtmoos Todtnau Tolk Tollwitz Tonna Toppenstedt Torgau Torgelow Tornesch Tostedt Tosterglope Traben Traben-Trabach Traben-Trarbach Trabitz Train Traitsching Tralau Tramm Trappenkamp Trassem Trassenheide Trauchgau Traumhaftes Traunreut Traunstein Traunwalchen Trautskirchen Travemünde Travenbrück Traventhal Trebbichau Trebbin Trebel Treben Trebendorf Trebgast Trebsen Trebsen/Mulde Trebur Trebur-Astheim Trechtingshausen Treffelstein Treffurt Treffurt/OT Treia Treis-Karden Tremsbüttel Tremsdorf Trendelburg Trennewurth Trent Treseburg Treuchtlingen Treuen Treuenbrietzen Triberg Tribseer Tribsees Triefenstein Trier Trier-Irsch Trierweiler Triftern Trillfingen Trimbs Trinum Trippstadt Trittau Trittenheim Trochtelfingen Trochtelfingen-Steinhilben Trogen Troisdorf Troisdorf-Bergheim Troisdorf-Sieglar Trossin Trossingen Trostberg Trulben Trusetal Tröndel Tröstau Tschernitz Tschirn Tucheim Tuchenbach Tuningen Tuntenhausen Turnow-Preilack Tussenhausen Tutow Tuttlingen Tutzing Tutzingen Twedt Twist Twistringen Töging Tönisvorst Tönning Töpchin Töpen Tübingen Tüddern Tülau Tülau-Voitze Türkenfeld Türkheim Türkheim-Irsingen Tüßling Ubstadt-Weiher Uchte Uckerfelde Uckerland Udenheim Udler Uebigau Uebigau-Wahrenbrück Uebigau-Warenbrück Uecker-Randow Ueckermünde Uedem Uehlfeld Uehrde Uelitz Uelsen Uelversheim Uelvesbüll Uelzen Uelzen-Veerssen Uersfeld Uetersen Uettingen Uetze Uetze-Dollbergen Uffenheim Uffing Uhingen Uhldingen Uhldingen-Mühlhofen Uhler Uhlstädt-Kirchhasel Uichteritz Ulm Ulm-Eggingen Ulmen Ulmet Ulrichstein Ulrichstein/Helpershain Ulsnis Umkirch Ummanz Ummendorf Ummern Undeloh Undenheim Undorf Unkel Unna Unnau Unterbreizbach Unterdietfurt Unterdießen Unteregg Untereisesheim Unterensingen Untereurach Unterföhring Untergiesing-Harlaching Untergriesbach Untergruppenbach Untergöhren Unterhaching Unterkirnach Unterloquitz Unterlüss Unterlüß Untermeitingen Untermeitingen/Lagerlechfeld Untermünkheim Unterneukirchen Unterpfaffenhofen Unterriexingen Unterschleißheim Unterschneidheim Untersiemau Unterspreewald Unterthingau Unterwössen Untrasried Unzenberg Upahl Upgant-Schott Uphusum Uplengen Urbach Urbach/ Urbar Urmersbach Ursberg Urspringen Usedom Usingen Uslar Ustersbach Utecht Utersum Uthleben Uthlede Uthmöden Utscheid Uttenreuth Uttenweiler Utting Uttlau VG VS-Schwenningen VS-Weigheim Vachdorf Vahlbruch Vahlde Vaihingen Vaihingen/Enz Vallendar Valley Valluhn Varel Vastorf Vaterstetten Vaterstetten-Baldham Vechelde Vechelde-Liedingen Vechta Veckenstedt Vehlefanz Vehlow Veitsbronn Veitshöchheim Velbert Velburg Velden Veldenz Velgast Vellahn Vellberg Vellmar Velpke Velpke-Meinkot Velten Veltheim Vendersheim Vennikel Verchen Verden Veringenstadt Verl Versmold Vetschau Vettelschoß Vettweiss Vettweiß Victorbur Viechtach Vielbach Vielbaum Vielist Vielitz Vienau Vienenburg Vienenburg-Weddingen Viereck Vieregge Viereth Vierhausen Vierherrenborn Vierkirchen Vierlinden Vierlinden/OTNeutempel Viernheim Viersen Vilgertshofen Vilingen Villenbach Villingen Villingen-Schwenningen Villingendorf Villmar Villmar-Aumenau Villmar-Weyer Villmar/ Vilsbiburg Vilseck Vilsheim Vilshofen Vinningen Vipperow Virneburg Visselhövede Vitzenburg Viöl Vlotho Voerde Voerde-Spellem Vogach Vogelsdorf Vogt Vogtsburg Vohburg Vohburg-Ortsteil Vohenstrauß Voigtsdorf Voigtstedt Volkenschwand Volkertshausen Volkesfeld Volkmarsen Vollersode Vollerwiek Volsemenhusen Volxheim Vorbach Vorbeck Vorderweidenthal Vordorf Vorsfelde Vorwerk Vossenack Vreden Vrees Vögelsen Vöhl Vöhl-Buchenberg Vöhrenbach Vöhringen Völkersbach Völklingen Völkshagen Völpke Völschow Vörstetten Waabs Waakirchen Wabern Wachau Wachenheim Wachenroth Wachtberg Wachtberg-Ließem Wachtberg-Pech Wachtberg-Villiprott Wachtendonk Wackernheim Wackerow Wackersdorf Waddeweitz Wadern Wadern-Wadrill Wadersloh Wadgassen Wadgassen-Differten Wadgassen-Werbeln Waffenbrunn Wagenfeld Waghäusel Waghäusel-Kirrlach Waghäusel-Wiesental Waging Wahlen Wahlheim Wahlitz Wahlstedt Wahrenholz Waiblingen Waibstadt Waibstadt-Daisbach Waidhofen Waigandshain Waischenfeld Wakendorf Walchum Wald Wald-Michelbach Waldachtal Waldachtal-Salzstetten Waldalgesheim Waldaschaff Waldau Waldbreitbach Waldbronn Waldbrunn Waldbrunn-OT Waldbröl Waldbunn Waldburg Waldböckelheim Walddorfhäslach Waldeck Waldems Waldenbuch Waldenburg Waldersee Waldershof Waldesch Waldfeucht Waldfeucht-Hontem Waldfischbach-Burgalben Waldhambach Waldhausen Waldheim Waldhufen Waldkappel Waldkappel-Hartmutsachsen Waldkirch Waldkirchen Waldkraiburg Waldleiningen Waldmohr Waldmünchen Waldniel-Ungerath Waldorf Waldrach Waldrohrbach Waldsee Waldshut Waldshut-Tiengen Waldsieversdorf Waldsolms Waldsteinberg Waldstetten Waldweiler Walheim Walkendorf Walkenried Walkertshofen Wallau Walldorf Walldürn Walle Wallenborn Wallenfels Wallenhorst Wallerfangen Wallerfangen-Gisingen Wallerfangen-Kerlingen Wallersdorf Wallerstein Wallertheim Wallgau Wallhalben Wallhausen Wallmenroth Wallmerod Wallsbüll Wallscheid Wallstawe Walluf Walluf-Oberwalluf Wallwitz Walmerod Walow Walpertskirchen Walsheim Walsleben Walsrode Waltenhofen Walternienburg Walterschen Waltersdorf Waltershausen Waltrop Walzbachtal Walzbachtal-Jöhlingen Wandersleben Wanderup Wandlitz Wanfried Wang Wangelnstedt Wangen Wangerland Wangerland/ Wangerland/Tettens Wangerooge Wankendorf Wanna Wanngen Wannweil Wanzleben Wanzleben-Börde Wapelfeld Warberg Warbsen Warburg Warburg- Wardenburg Wardow Waren Waren-Müritz Warendorf Warin Warlitz Warmensteinach Warmsroth Warnau Warnemünde Warnow Warpe Warstein Warstein- Wartenberg Warthausen Wartmannsroth Wartmannsroth-OT Wasbek Wasbüttel Wasenbach Wassenberg Wassenberg-Myhl Wasserburg Wasserkoog Wasserlosen Wasungen Wathlingen Wattenbek Wattenheim Watzerath Wawern Waxweiler Webelsfelde Wechselburg Wedderstedt Weddingstedt Wedel Wedel-Schulau Wedemark Wedemark-Brelingen Wedendorf Weener Weeze Wefensleben Weferlingen Wegberg Wegberg-Arsbeck Wegberg-Beeck Wegberg-Dalheim Wegberg-Klinkum Wegeleben Weggun Wehingen Wehr Wehretal Wehrheim Wehrheim-Obernhain Wehringen Weida Weiden Weidenbach Weidenberg Weidenhahn Weidenstetten Weidenthal Weidhausen Weiding Weiersbach/Daun Weikersheim Weil Weilar Weilbach Weilburg Weilburg- Weilburg-Hirschhausen Weiler Weiler-Simmerberg Weilerbach Weilerswist Weilheim Weilheim-Bannholz Weilimdorf Weilmünster Weilmünster- Weilmünster-Laubuseschbach Weilmünster/ Weilrod Weilrod-Alweilnau Weilrod-Riedelbach Weiltingen Weimar Weimar/ Weinbach Weinbach-Blessenbach Weinbach-Edelsberg Weinbergen Weinböhla Weingarten Weinheim Weinheim-Sulzbach Weinolsheim Weinsberg Weinsheim Weinstadt Weinstadt-Beutelsbach Weinähr Weira Weischlitz Weisdin Weisel Weisen Weisenbach Weisendorf Weisenheim Weiskirchen Weiskirchen-Weierweiler Weismain Weissach Weissach-Flacht Weissenstadt Weitendorf Weitersborn Weitersburg Weiterstadt Weiterstadt-Gräfenhausen Weitersweiler Weitnau Weitramsdorf Weißandt-Gölzau Weißbach Weißdorf Weißenberg Weißenborn Weißenborn-Rambach Weißenburg Weißenfels Weißenfels/OT Weißenhorn Weißensee Weißenstadt Weißenthurm Weißwasser Welden Welle Wellen Wellendingen Wellheim Wellheim-Konstein Wellsee Welmbüttel Welschbillig Welschingen Welschneudorf Welsleben Welt Weltersburg Welver Welzheim Welzow Wemding Wemmetsweiler Wendeburg Wendehausen Wendelsheim Wendelstein Wenden Wendener Wendisch Wendlingen Wendtorf Wenkheim Wennigsen Wenningstedt Wenningstedt-Braderup Wensin Wentorf Wentow Wenzenbach Wenzendorf Wenzendorf-Dierstorf Wenzlow Werbach-Niklashausen Werda Werdau Werder Werder/ Werder/Havel Werdohl Werdum Werl Werl-Hilbeck Werlaburgdorf Wermelskirchen Wermsdorf Wernau Wernberg-Köblitz Wernburg Werne Wernersberg Werneuchen Wernfels Wernigerode Werningshausen Wernitz Werpeloh Werra-Suhl-Tal Werra-Suhl-Tal/OT Wershofen Wertach Wertheim Wertheim-Lindelbach Werther Wertingen Wertingen-Gottmannshofen Wesel Wesel- Weselberg Weselsdorf Wesenberg Wesendorf Wesermarsch Wesertal-Heisebeck Wesselburen Wesseling Wesseling-Urfeld Wesseln Westendorf Westensee Wester-Ohrstedt Westerbergen Westerburg Westerdeichstrich Westeregeln Westergellersen Westerheim Westerhever Westerholt Westerholz Westerhorn Westerkappeln Westerland Westermoor Westermoordorf Westerngrund Westernohe Westerrade Westerrönfeld Westerstde Westerstede Westerstede-Ocholt Westervesede Westerweyhe Westfeld Westhausen Westheim Westhofen Westoverledingen Wethau Wettenberg Wettenbostel Wetter Wetterzeube Wettin Wettin-Löbejün Wettmershagen Wettringen Wettringen-Haddorf Wettrup Wettstetten Wetzlar Wetzlar-Naunheim Wetzlar-Steindorf Wewelsfleth Weyer Weyerbusch Weyhausen Weyhe Weyhe-Leeste Weßling Wickede Wickendorf Wickerstedt Widdern Widdersdorf Wiebelskirchen Wiebelskirchen-Neunkirchen Wieck Wied Wieda Wiedemar Wiedensahl Wiedergeltingen Wiefelstede Wiehe Wiehl Wiehl-Bielstein Wiek Wielenbach Wiemersdorf Wiemerstedt Wienhausen Wienhausen-Oppershausen Wienrode Wiepke Wiernsheim Wiernsheim-Iptingen Wiernsheim-Pinache Wiesau Wiesbach Wiesbaden Wiesbaden-Bierstadt Wiesbaden-Frauenstein Wiesbaden-Igstadt Wiesbaden-Sonnenberg Wiesbaum Wiesen Wiesenau Wiesenaue Wiesenbach Wiesenburg Wiesenburg/Mark Wiesenena Wiesengrund Wiesensteig Wiesenstetten Wiesent Wiesentheid Wiesloch Wiesloch-Baiertal Wiesmoor Wiesoppenheim Wiesthal Wiesweiler Wietmarschen Wietze Wietzen Wietzendorf Wilburgstetten Wildau Wildberg Wildberg-Effringen Wildberg-Gültlingen Wilde Wildeck Wildeck-Bosserode Wildemann Wildenfels Wildenhain Wildeshausen Wildflecken Wilgartswiesen Wilhelmsburg Wilhelmsdorf Wilhelmsfeld Wilhelmshaven Wilhelmshaven-Aldenburg Wilhelmshaven-Coldewei-Himmelreich Wilhelmshaven-Heppens Wilhelmshaven-Sengwarden Wilhelmshaven-Voslapp Wilhelmshorst Wilhelmsthal Wilhemsburg Wilhermsdorf Wilkau-Hasslau Wilkau-Haßlau Willanzheim Willebadessen Willich Willich-Anrath Willingen Willingen-Bömighausen Willingrade Willingshausen Willmenrod Willmering Willroth Willstätt Willstätt-Eckartsweier Willstätt-Hesselhurst Willwerscheid Wilnsdorf Wilnsdorf-Oberdielfen Wilsche Wilsecker Wilstedt Wilster Wilthen Wiltingen Wimmelburg Wimsheim Wincheringen Windach Windach-Schöffelding Windbergen Windeck Windeck-Langenberg Windeck-Leuscheid Windeck-Rieferath Windeck-Wilberhofen Winden Windesheim Windhagen Windheim Windischeschenbach Windischleuba Windorf Wingst Winhöring Winkel Winkelbach Winkelhaid Winkelmühle Winkelsett Winklarn Winklarn/Schneeberg Winnemark Winnenden Winnerath Winnert Winnigstedt Winningen Winnweiler Winsen Winsen-Aller Winsen-Südwinsen Winsen/Aller Winsen/Luhe Winterbach Winterberg Winterberg-Züschen Winterborn Winterburg Winterfeld Winterlingen Winterlingen-Harthausen Wintermoor Wintersdorf Wintersheim Winterspelt 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NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.004145 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.001247 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.002120 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.006158 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 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NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.005310 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.001958 NaN NaN 0.037560 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.021977 0.026299 0.005028 -0.054426 0.020052 0.235191 -0.035830
Grundstueck (in m²) 0.060030 0.052932 0.078738 1.000000 -0.010602 -0.010563 -0.019122 -0.019022 -0.019218 -0.052210 -0.029753 0.031708 0.001070 0.012526 -0.005226 0.019590 -0.008054 0.002176 0.004814 -0.012230 -0.016383 0.053702 0.001301 0.009419 0.000410 0.008138 0.015729 -0.006696 0.011368 -0.003940 0.000490 0.007746 -0.002121 -0.003989 0.005330 -0.007626 -0.006084 0.008071 -0.002209 -0.009390 -0.001464 -0.003806 -0.004741 0.014124 0.034151 -0.006522 -0.007802 0.005212 0.006341 -0.009129 0.004666 0.024543 -0.006446 0.004565 -0.000538 -0.001345 0.007079 0.008212 -0.003338 0.013057 -0.008005 0.006595 0.019675 -0.006405 0.022946 -0.002654 0.005380 0.205004 0.050168 0.004455 0.015653 -0.049229 0.032049 -0.010502 -0.035419 -0.052363 0.066138 0.010519 -0.015025 -0.011278 -0.014537 -0.010896 -0.005216 0.021626 0.001358 0.007795 0.007596 0.005091 -0.029038 -0.011761 -0.011367 0.004936 0.001300 -0.003531 0.016497 0.010807 0.038513 NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.002381 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.002636 NaN NaN NaN NaN -0.002451 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.002423 NaN NaN NaN -0.000094 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.002476 NaN -0.000584 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.000904 NaN NaN 0.000021 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.001344 0.102745 NaN NaN NaN NaN NaN NaN NaN 0.000834 0.028651 NaN NaN -0.001016 0.001572 NaN NaN NaN -0.002398 NaN NaN NaN -0.001195 NaN NaN NaN NaN -0.001034 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.002345 NaN NaN NaN NaN NaN -0.002191 0.001323 NaN NaN NaN NaN 0.016719 NaN -0.003756 0.001111 NaN NaN NaN NaN NaN NaN NaN NaN -0.001526 NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.032410 -0.000858 -0.001807 0.003749 NaN NaN NaN -0.002523 NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.001427 NaN -0.001769 NaN NaN NaN NaN NaN 0.000162 NaN 0.005782 NaN NaN NaN -0.000098 0.003053 NaN NaN 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NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.002877 NaN NaN NaN NaN NaN NaN NaN -0.000901 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.002938 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.004890 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.014438 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.005411 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.013702 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.003303 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.002291 NaN NaN NaN NaN 0.003517 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 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NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.002826 NaN NaN 0.001502 0.001881 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.002810 -0.005270 NaN NaN -0.001197 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.004511 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.009820 NaN NaN NaN NaN NaN NaN NaN NaN -0.003922 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.003984 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.002486 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.002345 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.000157 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 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NaN NaN NaN NaN NaN NaN NaN -0.005848 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.009782 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.002639 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.003218 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.002615 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.014299 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.004908 NaN NaN NaN NaN NaN NaN -0.017391 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.007486 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.010596 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.014820 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.011105 NaN NaN 0.021873 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.017745 -0.029873 -0.034269 0.060013 0.002472 -0.016528 -0.011057
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NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.013534 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.009309 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.012706 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.024005 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 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NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.021380 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.011927 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.000865 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.003510 NaN NaN NaN -0.010453 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.004352 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.005633 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 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NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.003983 NaN NaN NaN NaN NaN NaN NaN NaN -0.012319 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.016589 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 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NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.008413 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.001984 NaN NaN NaN -0.001371 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.008413 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.011927 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.008413 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.001361 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.002068 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.011903 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.008707 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.001184 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.005330 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.008144 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.040712 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.015744 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.024153 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.032294 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.003973 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.011102 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.008413 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.011903 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.009235 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.013879 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.008144 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.006882 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.013594 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.017491 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.000611 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.003077 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.029825 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.001052 NaN NaN NaN NaN NaN NaN 0.012632 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.006039 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.004186 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.017439 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.002736 NaN NaN 0.005017 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -0.075503 -0.039935 -0.044628 -0.050937 -0.059564 -0.093261 1.000000

10055 rows × 10055 columns

In [26]:
# Replace all NaN with 0
x = y
y = y.replace([np.inf, -np.inf], np.nan)
In [27]:
xy = y.fillna(0)
In [28]:
# Only include correlations between two variables that are higher than 0.5. 

m = (xy.mask(np.eye(len(xy), dtype=bool)).abs() > 0.5).any()
m
Out[28]:
Kaufpreis              False
Anzahl_zimmer           True
Wohnflaeche (in m²)     True
Grundstueck (in m²)    False
timetosell             False
                       ...  
house_auction           True
house_layout           False
house_viewing          False
multi_dwelling          True
renovated              False
Length: 10055, dtype: bool
In [29]:
raw = xy.loc[m, m]
raw
Out[29]:
Anzahl_zimmer Wohnflaeche (in m²) Flaeche_km2 Einwohner Men Women Population_density Average_income Analytic Clout Tone Sixltr ppron i affect posemo negemo anger social family friend female male cogproc discrep tentat differ percept see hear drives affiliation achieve power risk focuspresent focusfuture leisure home relig death informal swear netspeak nonflu Mehrfamilienhaus Wohnimmobilie (sonstige) 1340 Berlin Eichstätt München garage house_auction multi_dwelling
Anzahl_zimmer 1.000000 0.763244 -0.023120 -0.023687 -0.023411 -0.023952 -0.022696 -0.075630 -0.010587 0.012753 -0.001279 0.041358 -0.019178 -0.028065 -0.043691 -0.025780 -0.036109 0.013452 -0.020884 0.010513 -0.019539 -0.003678 -0.046302 -0.005883 -0.033602 -0.019512 -0.021958 -0.028869 -0.012351 -0.015615 -0.005079 0.013187 -0.021500 0.070434 -0.051553 0.017435 -0.016077 -0.087808 -0.071749 -0.014051 0.049455 0.050700 -0.021205 0.034734 0.043785 0.456395 0.026814 -0.003682 0.003472 -0.005289 -0.052319 0.013745 0.000144 0.309946
Wohnflaeche (in m²) 0.763244 1.000000 0.010618 0.018925 0.019163 0.018694 0.003063 -0.061240 -0.015324 0.012660 -0.003243 0.052992 -0.045175 -0.052317 -0.051253 -0.027780 -0.045202 0.025002 -0.030289 0.000985 -0.018850 -0.001209 -0.045887 -0.010927 -0.030388 -0.008427 -0.023497 -0.006478 0.012231 -0.012383 -0.024612 0.001294 -0.020419 0.063185 -0.067579 -0.016824 -0.009269 -0.069427 -0.062624 -0.001113 0.022263 0.040458 -0.009780 0.030842 0.029278 0.370329 0.018049 -0.000792 0.048832 0.002844 -0.038320 0.026299 0.005028 0.235191
Flaeche_km2 -0.023120 0.010618 1.000000 0.941563 0.941833 0.941278 0.605092 -0.006494 -0.054170 -0.035317 0.029417 -0.004367 -0.000901 -0.009150 -0.004171 0.024809 -0.035367 -0.016758 -0.004229 -0.015230 0.037178 0.002150 -0.012816 0.020030 0.012719 0.036866 -0.003920 0.035268 0.046975 0.003374 -0.017921 -0.009331 -0.006520 -0.012951 -0.028593 0.003074 0.016366 -0.037923 -0.012535 -0.009574 0.007957 0.023977 -0.000544 0.015890 0.019727 -0.074441 -0.026324 -0.009565 0.756583 -0.016569 0.088910 0.055812 -0.015729 -0.072327
Einwohner -0.023687 0.018925 0.941563 1.000000 0.999986 0.999987 0.763651 0.109368 -0.056885 -0.042928 0.042003 0.004172 0.006331 -0.001200 -0.002339 0.034363 -0.043688 -0.019919 0.003010 -0.011015 0.049549 0.003360 -0.011422 0.035738 0.010454 0.053192 0.014138 0.043020 0.049212 0.011705 -0.012739 -0.000239 -0.001761 -0.003907 -0.035922 -0.002108 0.015728 -0.026189 -0.009666 -0.012200 -0.004728 0.028163 -0.004285 0.023939 0.017371 -0.068350 -0.020758 -0.007612 0.846978 -0.013185 0.268283 0.056828 -0.010583 -0.072448
Men -0.023411 0.019163 0.941833 0.999986 1.000000 0.999947 0.761792 0.106595 -0.057069 -0.042992 0.041779 0.004064 0.006351 -0.001186 -0.002471 0.034171 -0.043670 -0.019986 0.003038 -0.010912 0.049550 0.003364 -0.011537 0.035567 0.010396 0.052940 0.014018 0.043120 0.049320 0.011729 -0.012685 -0.000148 -0.001650 -0.003821 -0.035884 -0.002239 0.015745 -0.026028 -0.009730 -0.012279 -0.004923 0.028140 -0.004416 0.023885 0.017436 -0.068037 -0.020892 -0.007603 0.848784 -0.013171 0.264920 0.056977 -0.010694 -0.072165
Women -0.023952 0.018694 0.941278 0.999987 0.999947 1.000000 0.765426 0.112042 -0.056705 -0.042865 0.042218 0.004277 0.006311 -0.001213 -0.002211 0.034547 -0.043705 -0.019854 0.002982 -0.011115 0.049548 0.003356 -0.011310 0.035902 0.010510 0.053434 0.014254 0.042921 0.049108 0.011681 -0.012791 -0.000326 -0.001869 -0.003990 -0.035959 -0.001982 0.015711 -0.026344 -0.009604 -0.012123 -0.004541 0.028184 -0.004158 0.023990 0.017309 -0.068650 -0.020628 -0.007620 0.845212 -0.013199 0.271523 0.056682 -0.010475 -0.072718
Population_density -0.022696 0.003063 0.605092 0.763651 0.761792 0.765426 1.000000 0.426128 -0.016047 -0.022509 0.066410 0.027470 0.014724 0.012461 -0.000380 0.045786 -0.053405 -0.016973 0.019495 0.008656 0.046297 -0.004284 0.001762 0.057241 0.013690 0.072709 0.028868 0.036773 0.025784 0.036955 -0.000805 0.019576 0.004195 0.008523 -0.047389 0.011361 0.009226 -0.021288 0.003074 -0.008830 0.005503 0.040379 0.001056 0.039867 0.015575 -0.048312 0.006753 -0.014512 0.446605 -0.025138 0.680666 0.015825 0.023852 -0.049820
Average_income -0.075630 -0.061240 -0.006494 0.109368 0.106595 0.112042 0.426128 1.000000 0.016454 -0.017532 0.063502 0.053836 0.022740 0.027126 -0.012298 0.030474 -0.052982 0.007994 -0.014578 -0.040189 0.026822 -0.000122 0.004321 0.038627 -0.002815 0.041834 0.046246 0.011583 0.002389 0.005911 -0.031600 -0.026744 0.007440 0.022860 -0.062011 0.006686 -0.017609 0.000288 0.000905 0.007276 -0.012668 -0.017794 0.010309 0.006264 -0.039407 -0.075213 0.009220 0.005169 -0.195828 0.008955 0.702792 -0.019590 -0.008168 -0.044141
Analytic -0.010587 -0.015324 -0.054170 -0.056885 -0.057069 -0.056705 -0.016047 0.016454 1.000000 0.851842 0.295120 0.591294 -0.107055 -0.111106 0.107567 0.097249 0.049196 0.028987 0.066040 0.017488 0.021556 0.010034 0.047846 0.086014 0.036878 0.038760 0.054160 0.039600 0.023611 0.019609 0.090231 0.026769 0.059093 0.046343 0.040369 0.072347 0.027546 0.073874 0.131330 0.030319 0.186940 0.090132 0.024087 0.053276 0.071049 0.002571 0.020939 -0.000642 -0.071812 -0.002527 0.025068 -0.954757 0.037148 0.025547
Clout 0.012753 0.012660 -0.035317 -0.042928 -0.042992 -0.042865 -0.022509 -0.017532 0.851842 1.000000 0.271708 0.448854 -0.429780 -0.463038 0.091680 0.110098 0.010554 -0.029321 0.293303 0.130416 0.080175 0.056473 0.176190 -0.022669 0.021131 0.041762 -0.131102 0.049982 0.034905 0.028659 0.133348 0.171090 0.047762 0.057142 0.017973 -0.186975 0.032786 0.073222 0.122579 -0.027368 0.122488 0.131444 -0.049479 0.106030 0.094123 -0.013255 0.073233 -0.002065 -0.051024 -0.005307 -0.002097 -0.735147 0.117236 -0.024968
Tone -0.001279 -0.003243 0.029417 0.042003 0.041779 0.042218 0.066410 0.063502 0.295120 0.271708 1.000000 0.243612 -0.028570 -0.033347 0.304576 0.800987 -0.460801 -0.143806 0.045680 -0.004060 0.036123 0.008810 -0.013151 0.183758 0.268521 0.003264 0.001776 0.141725 0.043638 0.088836 -0.048996 0.049871 0.263972 0.053842 -0.426219 0.002782 0.003488 0.041372 0.060959 -0.073840 0.024764 0.034371 -0.116155 0.065972 0.009368 -0.043203 -0.038628 -0.001899 0.012849 -0.008483 0.060726 -0.280651 -0.096476 -0.032817
Sixltr 0.041358 0.052992 -0.004367 0.004172 0.004064 0.004277 0.027470 0.053836 0.591294 0.448854 0.243612 1.000000 0.058207 0.055872 0.037269 0.084790 -0.041424 -0.015113 -0.055710 -0.019242 -0.032799 -0.021848 -0.042525 0.071188 0.006292 0.059151 0.079174 0.042649 0.032231 0.044302 0.053478 -0.020092 0.039398 0.145984 -0.043447 0.080843 0.013813 0.110391 0.051456 -0.019538 0.052560 -0.006112 -0.027926 0.020804 -0.024930 0.010804 -0.004631 0.008545 -0.007814 0.010371 0.032225 -0.613378 -0.006376 0.012143
ppron -0.019178 -0.045175 -0.000901 0.006331 0.006351 0.006311 0.014724 0.022740 -0.107055 -0.429780 -0.028570 0.058207 1.000000 0.984305 0.000537 -0.043912 0.051175 0.012576 0.019229 -0.024716 -0.006046 0.030457 0.039440 -0.026365 -0.014477 -0.027560 0.007666 -0.025261 -0.020922 -0.020993 -0.011620 0.014455 -0.035665 -0.053376 0.052066 0.657424 -0.027934 0.014711 -0.008107 -0.001487 0.069261 -0.005087 -0.003737 0.052164 -0.070709 0.036544 -0.090997 0.004400 0.010253 0.019138 0.010175 -0.155073 -0.170125 0.084124
i -0.028065 -0.052317 -0.009150 -0.001200 -0.001186 -0.001213 0.012461 0.027126 -0.111106 -0.463038 -0.033347 0.055872 0.984305 1.000000 -0.007596 -0.051664 0.047935 0.011005 0.005517 -0.025393 -0.008266 0.017402 0.045372 -0.029535 -0.014090 -0.032395 0.007441 -0.028145 -0.024651 -0.020820 -0.024660 -0.003631 -0.040467 -0.059501 0.048803 0.666320 -0.028107 0.011450 -0.009248 -0.002737 0.070224 -0.048237 -0.006073 -0.004627 -0.069543 0.032187 -0.086205 0.004869 0.002325 0.012563 0.012202 -0.152643 -0.167355 0.084720
affect -0.043691 -0.051253 -0.004171 -0.002339 -0.002471 -0.002211 -0.000380 -0.012298 0.107567 0.091680 0.304576 0.037269 0.000537 -0.007596 1.000000 0.742520 0.643537 0.188255 0.030251 -0.015923 0.030345 -0.002325 0.005339 0.200352 0.320303 0.034054 0.013126 0.084377 0.039025 0.037975 0.553668 0.035862 0.241938 0.041417 0.584862 -0.029570 -0.005004 0.008016 -0.015007 0.095362 -0.027869 0.042248 0.141797 0.063624 -0.054943 -0.059824 -0.008183 0.000861 -0.002419 -0.003305 0.013694 -0.105367 -0.039973 -0.062370
posemo -0.025780 -0.027780 0.024809 0.034363 0.034171 0.034547 0.045786 0.030474 0.097249 0.110098 0.800987 0.084790 -0.043912 -0.051664 0.742520 1.000000 -0.034581 -0.001546 0.043490 -0.012022 0.038372 0.004169 -0.005139 0.236908 0.390722 0.016209 -0.002518 0.134834 0.050506 0.075230 0.225299 0.049781 0.326886 0.050936 -0.042921 -0.049541 -0.003868 0.011789 0.006037 -0.006601 -0.023617 0.036113 -0.008716 0.077280 -0.034906 -0.067586 -0.035086 -0.000079 0.017394 -0.006908 0.040328 -0.077122 -0.085593 -0.067910
negemo -0.036109 -0.045202 -0.035367 -0.043688 -0.043670 -0.043705 -0.053405 -0.052982 0.049196 0.010554 -0.460801 -0.041424 0.051175 0.047935 0.643537 -0.034581 1.000000 0.282750 -0.005383 -0.009999 0.001512 -0.008528 0.013568 0.028251 0.031713 0.032174 0.022122 -0.027940 0.000687 -0.029263 0.568813 -0.003438 -0.012354 0.003462 0.921919 0.012422 -0.002923 -0.001521 -0.029528 0.150051 -0.014875 0.021867 0.221769 0.006718 -0.042122 -0.011904 0.028143 0.001386 -0.024656 0.002981 -0.025355 -0.068968 0.038312 -0.015104
anger 0.013452 0.025002 -0.016758 -0.019919 -0.019986 -0.019854 -0.016973 0.007994 0.028987 -0.029321 -0.143806 -0.015113 0.012576 0.011005 0.188255 -0.001546 0.282750 1.000000 0.037590 -0.005250 -0.004936 -0.008229 0.060629 -0.016209 -0.002271 -0.000571 -0.011655 -0.004598 0.013597 -0.011920 0.046467 -0.003582 0.051708 0.104794 -0.024201 0.080939 -0.005191 -0.034266 -0.021756 0.583900 0.126014 0.121313 0.781698 -0.010913 -0.034409 0.041263 -0.001157 -0.002090 -0.020796 0.009938 -0.005793 -0.027126 -0.030313 0.005309
social -0.020884 -0.030289 -0.004229 0.003010 0.003038 0.002982 0.019495 -0.014578 0.066040 0.293303 0.045680 -0.055710 0.019229 0.005517 0.030251 0.043490 -0.005383 0.037590 1.000000 0.548962 0.228833 0.211257 0.641373 0.017959 -0.026613 0.004739 0.009373 0.034524 0.035159 0.007620 0.242511 0.644838 -0.005775 0.025211 -0.013632 0.036691 0.003375 0.011302 0.048184 -0.015549 0.034696 0.180720 0.001225 0.261488 -0.031051 -0.019733 0.015468 -0.004358 0.004646 -0.001225 -0.006458 -0.056559 -0.062430 -0.048456
family 0.010513 0.000985 -0.015230 -0.011015 -0.010912 -0.011115 0.008656 -0.040189 0.017488 0.130416 -0.004060 -0.019242 -0.024716 -0.025393 -0.015923 -0.012022 -0.009999 -0.005250 0.548962 1.000000 -0.001747 -0.002017 -0.010593 -0.006214 -0.006300 -0.003032 -0.000841 -0.003971 -0.001399 -0.001964 0.318856 0.843512 -0.004982 -0.000278 -0.009959 -0.037587 -0.001155 -0.013827 -0.018491 -0.005248 -0.030655 0.360928 -0.004203 0.480796 -0.010021 0.050268 -0.008047 -0.000354 -0.006386 -0.000613 -0.010052 -0.004596 -0.005136 -0.007752
friend -0.019539 -0.018850 0.037178 0.049549 0.049550 0.049548 0.046297 0.026822 0.021556 0.080175 0.036123 -0.032799 -0.006046 -0.008266 0.030345 0.038372 0.001512 -0.004936 0.228833 -0.001747 1.000000 0.610070 0.008942 0.042336 0.014786 0.090677 -0.003851 0.025624 0.041445 -0.005360 0.132019 0.257869 0.017260 0.043858 0.001304 -0.018059 0.020810 0.033205 0.095401 -0.011427 -0.015212 0.103373 -0.007210 0.109359 0.033783 -0.022472 -0.006088 -0.001033 0.044783 -0.001790 0.030020 -0.013408 -0.014984 -0.014639
female -0.003678 -0.001209 0.002150 0.003360 0.003364 0.003356 -0.004284 -0.000122 0.010034 0.056473 0.008810 -0.021848 0.030457 0.017402 -0.002325 0.004169 -0.008528 -0.008229 0.211257 -0.002017 0.610070 1.000000 0.019538 -0.008279 -0.003525 0.003042 -0.007358 0.007564 0.018136 -0.005338 0.075349 0.206451 -0.005763 0.007586 -0.008317 0.008112 -0.000095 -0.011652 -0.013344 0.002284 -0.003717 0.084638 -0.007892 0.111941 0.000518 0.004414 0.002654 -0.000850 0.005755 0.030414 -0.003841 -0.011033 -0.012329 0.008768
male -0.046302 -0.045887 -0.012816 -0.011422 -0.011537 -0.011310 0.001762 0.004321 0.047846 0.176190 -0.013151 -0.042525 0.039440 0.045372 0.005339 -0.005139 0.013568 0.060629 0.641373 -0.010593 0.008942 0.019538 1.000000 -0.004567 -0.030529 -0.022596 0.024875 0.008480 -0.004986 0.011748 -0.018158 -0.007285 -0.030691 0.010108 -0.000654 0.083900 -0.004881 -0.038136 0.041621 -0.006137 0.074475 -0.061815 0.010525 -0.051355 -0.039316 -0.056532 0.041362 -0.003945 -0.012212 -0.006834 -0.003508 -0.051208 -0.057225 -0.038353
cogproc -0.005883 -0.010927 0.020030 0.035738 0.035567 0.035902 0.057241 0.038627 0.086014 -0.022669 0.183758 0.071188 -0.026365 -0.029535 0.200352 0.236908 0.028251 -0.016209 0.017959 -0.006214 0.042336 -0.008279 -0.004567 1.000000 0.538505 0.401232 0.636041 0.042019 0.012461 -0.010408 0.267319 0.014243 0.455706 0.057497 0.034435 0.006653 0.226884 -0.037793 -0.007732 -0.020620 0.016051 -0.012785 -0.006748 0.017722 -0.039441 -0.010631 -0.042007 0.007461 0.022264 0.007095 0.047954 -0.077877 -0.086420 -0.002323
discrep -0.033602 -0.030388 0.012719 0.010454 0.010396 0.010510 0.013690 -0.002815 0.036878 0.021131 0.268521 0.006292 -0.014477 -0.014090 0.320303 0.390722 0.031713 -0.002271 -0.026613 -0.006300 0.014786 -0.003525 -0.030529 0.538505 1.000000 0.038041 0.040933 0.005765 -0.005985 -0.005229 0.318020 -0.000077 0.654356 -0.010988 0.033611 0.027229 -0.002423 -0.029536 -0.019466 -0.005686 0.046511 0.005948 0.012212 0.018945 -0.017166 -0.048575 -0.035340 0.010658 0.002674 0.002908 0.008890 -0.036489 -0.040776 -0.019240
tentat -0.019512 -0.008427 0.036866 0.053192 0.052940 0.053434 0.072709 0.041834 0.038760 0.041762 0.003264 0.059151 -0.027560 -0.032395 0.034054 0.016209 0.032174 -0.000571 0.004739 -0.003032 0.090677 0.003042 -0.022596 0.401232 0.038041 1.000000 0.026758 0.014615 0.010274 0.004241 0.146214 0.020388 0.240168 0.017451 0.032677 -0.006324 0.588150 -0.010710 0.009623 0.005747 0.006962 0.016542 -0.002705 0.039459 -0.020759 -0.012476 -0.039186 -0.002136 0.030799 -0.003701 0.074911 -0.027729 -0.030987 -0.016802
differ -0.021958 -0.023497 -0.003920 0.014138 0.014018 0.014254 0.028868 0.046246 0.054160 -0.131102 0.001776 0.079174 0.007666 0.007441 0.013126 -0.002518 0.022122 -0.011655 0.009373 -0.000841 -0.003851 -0.007358 0.024875 0.636041 0.040933 0.026758 1.000000 -0.005034 0.002391 -0.020105 0.067589 -0.004232 0.060176 0.065664 0.027826 0.000731 -0.003279 -0.005876 0.006241 -0.018194 -0.008986 -0.030581 -0.008432 -0.009186 -0.034328 0.010561 -0.010661 -0.004091 0.014643 0.008638 0.026315 -0.053093 -0.059332 0.029969
percept -0.028869 -0.006478 0.035268 0.043020 0.043120 0.042921 0.036773 0.011583 0.039600 0.049982 0.141725 0.042649 -0.025261 -0.028145 0.084377 0.134834 -0.027940 -0.004598 0.034524 -0.003971 0.025624 0.007564 0.008480 0.042019 0.005765 0.014615 -0.005034 1.000000 0.647296 0.625008 -0.000265 0.013578 0.005558 0.008597 -0.037000 0.012007 0.003645 0.045192 0.045828 0.002428 -0.034523 -0.002282 0.001082 0.009689 -0.015633 -0.050494 0.024563 -0.002232 0.040202 -0.003867 0.016902 -0.028976 -0.032380 -0.041706
see -0.012351 0.012231 0.046975 0.049212 0.049320 0.049108 0.025784 0.002389 0.023611 0.034905 0.043638 0.032231 -0.020922 -0.024651 0.039025 0.050506 0.000687 0.013597 0.035159 -0.001399 0.041445 0.018136 -0.004986 0.012461 -0.005985 0.010274 0.002391 0.647296 1.000000 -0.002941 -0.004578 0.003631 -0.000475 0.012489 -0.019094 0.033534 0.006314 0.091637 0.063534 0.013509 -0.042625 0.018661 0.017159 0.022507 -0.002842 -0.030061 -0.020317 -0.001188 0.051205 -0.002058 -0.005501 -0.015421 -0.017233 -0.019270
hear -0.015615 -0.012383 0.003374 0.011705 0.011729 0.011681 0.036955 0.005911 0.019609 0.028659 0.088836 0.044302 -0.020993 -0.020820 0.037975 0.075230 -0.029263 -0.011920 0.007620 -0.001964 -0.005360 -0.005338 0.011748 -0.010408 -0.005229 0.004241 -0.020105 0.625008 -0.002941 1.000000 -0.005332 0.008751 0.004832 0.005163 -0.025420 -0.023665 0.000069 -0.000796 -0.003175 -0.008569 -0.018626 -0.017723 -0.010403 -0.007861 -0.014968 -0.026789 0.071010 -0.000963 0.000626 -0.001669 0.027236 -0.012502 -0.013971 -0.025653
drives -0.005079 -0.024612 -0.017921 -0.012739 -0.012685 -0.012791 -0.000805 -0.031600 0.090231 0.133348 -0.048996 0.053478 -0.011620 -0.024660 0.553668 0.225299 0.568813 0.046467 0.242511 0.318856 0.132019 0.075349 -0.018158 0.267319 0.318020 0.146214 0.067589 -0.000265 -0.004578 -0.005332 1.000000 0.389433 0.457548 0.529133 0.595916 -0.048716 0.151373 -0.003870 -0.029337 -0.023626 -0.053626 0.114177 -0.011483 0.181792 -0.035859 -0.009420 -0.014229 -0.001896 -0.003164 0.001840 0.003120 -0.083679 -0.015697 -0.049362
affiliation 0.013187 0.001294 -0.009331 -0.000239 -0.000148 -0.000326 0.019576 -0.026744 0.026769 0.171090 0.049871 -0.020092 0.014455 -0.003631 0.035862 0.049781 -0.003438 -0.003582 0.644838 0.843512 0.257869 0.206451 -0.007285 0.014243 -0.000077 0.020388 -0.004232 0.013578 0.003631 0.008751 0.389433 1.000000 0.023443 0.003245 -0.002312 -0.020114 0.001491 0.046902 -0.005149 -0.005271 -0.028691 0.329719 -0.001397 0.446951 -0.018524 0.046119 -0.018291 -0.001459 0.001859 -0.002528 0.006799 -0.018940 -0.019982 -0.013625
achieve -0.021500 -0.020419 -0.006520 -0.001761 -0.001650 -0.001869 0.004195 0.007440 0.059093 0.047762 0.263972 0.039398 -0.035665 -0.040467 0.241938 0.326886 -0.012354 0.051708 -0.005775 -0.004982 0.017260 -0.005763 -0.030691 0.455706 0.654356 0.240168 0.060176 0.005558 -0.000475 0.004832 0.457548 0.023443 1.000000 0.320660 -0.028167 -0.035538 0.329855 -0.017668 -0.010321 -0.000668 -0.027920 0.035071 0.008272 0.035737 0.009589 -0.028026 -0.034683 -0.003238 0.003706 -0.005610 0.002859 -0.042032 -0.046971 -0.026035
power 0.070434 0.063185 -0.012951 -0.003907 -0.003821 -0.003990 0.008523 0.022860 0.046343 0.057142 0.053842 0.145984 -0.053376 -0.059501 0.041417 0.050936 0.003462 0.104794 0.025211 -0.000278 0.043858 0.007586 0.010108 0.057497 -0.010988 0.017451 0.065664 0.008597 0.012489 0.005163 0.529133 0.003245 0.320660 1.000000 -0.030677 -0.065153 0.008410 -0.021178 -0.013042 -0.007828 -0.040940 0.004073 -0.010051 0.019892 -0.014549 0.026855 -0.007551 -0.002101 0.000660 0.010295 0.008063 -0.027270 -0.030474 -0.024950
risk -0.051553 -0.067579 -0.028593 -0.035922 -0.035884 -0.035959 -0.047389 -0.062011 0.040369 0.017973 -0.426219 -0.043447 0.052066 0.048803 0.584862 -0.042921 0.921919 -0.024201 -0.013632 -0.009959 0.001304 -0.008317 -0.000654 0.034435 0.033611 0.032677 0.027826 -0.037000 -0.019094 -0.025420 0.595916 -0.002312 -0.028167 -0.030677 1.000000 -0.004645 0.000201 0.009417 -0.021820 -0.028610 -0.044862 -0.048965 -0.018331 -0.032615 -0.032678 -0.035367 0.033668 0.002452 -0.015972 0.000411 -0.026780 -0.061406 0.053463 -0.031677
focuspresent 0.017435 -0.016824 0.003074 -0.002108 -0.002239 -0.001982 0.011361 0.006686 0.072347 -0.186975 0.002782 0.080843 0.657424 0.666320 -0.029570 -0.049541 0.012422 0.080939 0.036691 -0.037587 -0.018059 0.008112 0.083900 0.006653 0.027229 -0.006324 0.000731 0.012007 0.033534 -0.023665 -0.048716 -0.020114 -0.035538 -0.065153 -0.004645 1.000000 -0.000760 -0.100531 -0.023737 0.056217 0.762835 -0.048332 0.070353 -0.026861 -0.064983 0.082223 -0.071223 0.014324 -0.011771 0.012626 0.001239 -0.245912 -0.113902 0.134769
focusfuture -0.016077 -0.009269 0.016366 0.015728 0.015745 0.015711 0.009226 -0.017609 0.027546 0.032786 0.003488 0.013813 -0.027934 -0.028107 -0.005004 -0.003868 -0.002923 -0.005191 0.003375 -0.001155 0.020810 -0.000095 -0.004881 0.226884 -0.002423 0.588150 -0.003279 0.003645 0.006314 0.000069 0.151373 0.001491 0.329855 0.008410 0.000201 -0.000760 1.000000 -0.009201 0.017909 0.003142 0.002541 0.035060 -0.006963 0.029032 0.022063 0.015517 -0.023650 -0.001331 0.020792 -0.002305 -0.006877 -0.017271 -0.019300 0.003340
leisure -0.087808 -0.069427 -0.037923 -0.026189 -0.026028 -0.026344 -0.021288 0.000288 0.073874 0.073222 0.041372 0.110391 0.014711 0.011450 0.008016 0.011789 -0.001521 -0.034266 0.011302 -0.013827 0.033205 -0.011652 -0.038136 -0.037793 -0.029536 -0.010710 -0.005876 0.045192 0.091637 -0.000796 -0.003870 0.046902 -0.017668 -0.021178 0.009417 -0.100531 -0.009201 1.000000 0.618022 -0.032498 -0.147704 -0.034394 -0.028456 -0.016104 -0.027956 -0.068232 -0.031617 -0.006471 0.000407 -0.011210 -0.014757 -0.083993 -0.028826 -0.027977
home -0.071749 -0.062624 -0.012535 -0.009666 -0.009730 -0.009604 0.003074 0.000905 0.131330 0.122579 0.060959 0.051456 -0.008107 -0.009248 -0.015007 0.006037 -0.029528 -0.021756 0.048184 -0.018491 0.095401 -0.013344 0.041621 -0.007732 -0.019466 0.009623 0.006241 0.045828 0.063534 -0.003175 -0.029337 -0.005149 -0.010321 -0.013042 -0.021820 -0.023737 0.017909 0.618022 1.000000 -0.000783 -0.025656 -0.011831 -0.021440 -0.042085 0.037817 -0.069987 -0.009625 -0.009541 -0.007886 -0.016528 -0.001872 -0.123836 0.000920 -0.032715
relig -0.014051 -0.001113 -0.009574 -0.012200 -0.012279 -0.012123 -0.008830 0.007276 0.030319 -0.027368 -0.073840 -0.019538 -0.001487 -0.002737 0.095362 -0.006601 0.150051 0.583900 -0.015549 -0.005248 -0.011427 0.002284 -0.006137 -0.020620 -0.005686 0.005747 -0.018194 0.002428 0.013509 -0.008569 -0.023626 -0.005271 -0.000668 -0.007828 -0.028610 0.056217 0.003142 -0.032498 -0.000783 1.000000 0.078053 0.102480 0.707570 -0.020076 -0.030106 0.021672 -0.033759 -0.002305 -0.014008 0.008566 -0.006125 -0.029924 -0.033440 0.006725
death 0.049455 0.022263 0.007957 -0.004728 -0.004923 -0.004541 0.005503 -0.012668 0.186940 0.122488 0.024764 0.052560 0.069261 0.070224 -0.027869 -0.023617 -0.014875 0.126014 0.034696 -0.030655 -0.015212 -0.003717 0.074475 0.016051 0.046511 0.006962 -0.008986 -0.034523 -0.042625 -0.018626 -0.053626 -0.028691 -0.027920 -0.040940 -0.044862 0.762835 0.002541 -0.147704 -0.025656 0.078053 1.000000 -0.019672 0.101813 -0.029369 -0.025410 0.094487 -0.010733 0.016159 -0.022131 0.009496 -0.004813 -0.197677 -0.002861 0.122233
informal 0.050700 0.040458 0.023977 0.028163 0.028140 0.028184 0.040379 -0.017794 0.090132 0.131444 0.034371 -0.006112 -0.005087 -0.048237 0.042248 0.036113 0.021867 0.121313 0.180720 0.360928 0.103373 0.084638 -0.061815 -0.012785 0.005948 0.016542 -0.030581 -0.002282 0.018661 -0.017723 0.114177 0.329719 0.035071 0.004073 -0.048965 -0.048332 0.035060 -0.034394 -0.011831 0.102480 -0.019672 1.000000 0.177521 0.754350 0.617095 0.037346 0.030099 -0.001327 0.018311 0.009853 0.021482 -0.083848 0.065104 -0.006682
swear -0.021205 -0.009780 -0.000544 -0.004285 -0.004416 -0.004158 0.001056 0.010309 0.024087 -0.049479 -0.116155 -0.027926 -0.003737 -0.006073 0.141797 -0.008716 0.221769 0.781698 0.001225 -0.004203 -0.007210 -0.007892 0.010525 -0.006748 0.012212 -0.002705 -0.008432 0.001082 0.017159 -0.010403 -0.011483 -0.001397 0.008272 -0.010051 -0.018331 0.070353 -0.006963 -0.028456 -0.021440 0.707570 0.101813 0.177521 1.000000 0.014250 -0.028512 0.026914 -0.026003 -0.001770 -0.014969 0.013410 0.002982 -0.022968 -0.025667 -0.003087
netspeak 0.034734 0.030842 0.015890 0.023939 0.023885 0.023990 0.039867 0.006264 0.053276 0.106030 0.065972 0.020804 0.052164 -0.004627 0.063624 0.077280 0.006718 -0.010913 0.261488 0.480796 0.109359 0.111941 -0.051355 0.017722 0.018945 0.039459 -0.009186 0.009689 0.022507 -0.007861 0.181792 0.446951 0.035737 0.019892 -0.032615 -0.026861 0.029032 -0.016104 -0.042085 -0.020076 -0.029369 0.754350 0.014250 1.000000 -0.014376 0.034306 -0.054644 -0.003954 0.016231 0.006992 0.028823 -0.051320 -0.055013 -0.012432
nonflu 0.043785 0.029278 0.019727 0.017371 0.017436 0.017309 0.015575 -0.039407 0.071049 0.094123 0.009368 -0.024930 -0.070709 -0.069543 -0.054943 -0.034906 -0.042122 -0.034409 -0.031051 -0.010021 0.033783 0.000518 -0.039316 -0.039441 -0.017166 -0.020759 -0.034328 -0.015633 -0.002842 -0.014968 -0.035859 -0.018524 0.009589 -0.014549 -0.032678 -0.064983 0.022063 -0.027956 0.037817 -0.030106 -0.025410 0.617095 -0.028512 -0.014376 1.000000 0.008479 0.120966 0.003202 0.013929 0.002857 -0.002561 -0.063575 0.176705 0.004868
Mehrfamilienhaus 0.456395 0.370329 -0.074441 -0.068350 -0.068037 -0.068650 -0.048312 -0.075213 0.002571 -0.013255 -0.043203 0.010804 0.036544 0.032187 -0.059824 -0.067586 -0.011904 0.041263 -0.019733 0.050268 -0.022472 0.004414 -0.056532 -0.010631 -0.048575 -0.012476 0.010561 -0.050494 -0.030061 -0.026789 -0.009420 0.046119 -0.028026 0.026855 -0.035367 0.082223 0.015517 -0.068232 -0.069987 0.021672 0.094487 0.037346 0.026914 0.034306 0.008479 1.000000 -0.122369 -0.005385 -0.028139 -0.009329 -0.059560 -0.013565 -0.078112 0.515357
Wohnimmobilie (sonstige) 0.026814 0.018049 -0.026324 -0.020758 -0.020892 -0.020628 0.006753 0.009220 0.020939 0.073233 -0.038628 -0.004631 -0.090997 -0.086205 -0.008183 -0.035086 0.028143 -0.001157 0.015468 -0.008047 -0.006088 0.002654 0.041362 -0.042007 -0.035340 -0.039186 -0.010661 0.024563 -0.020317 0.071010 -0.014229 -0.018291 -0.034683 -0.007551 0.033668 -0.071223 -0.023650 -0.031617 -0.009625 -0.033759 -0.010733 0.030099 -0.026003 -0.054644 0.120966 -0.122369 1.000000 -0.002846 -0.033879 -0.004931 0.042761 -0.014829 0.635016 -0.024225
1340 -0.003682 -0.000792 -0.009565 -0.007612 -0.007603 -0.007620 -0.014512 0.005169 -0.000642 -0.002065 -0.001899 0.008545 0.004400 0.004869 0.000861 -0.000079 0.001386 -0.002090 -0.004358 -0.000354 -0.001033 -0.000850 -0.003945 0.007461 0.010658 -0.002136 -0.004091 -0.002232 -0.001188 -0.000963 -0.001896 -0.001459 -0.003238 -0.002101 0.002452 0.014324 -0.001331 -0.006471 -0.009541 -0.002305 0.016159 -0.001327 -0.001770 -0.003954 0.003202 -0.005385 -0.002846 1.000000 -0.003041 0.577278 -0.003556 -0.001626 -0.001817 -0.003797
Berlin 0.003472 0.048832 0.756583 0.846978 0.848784 0.845212 0.446605 -0.195828 -0.071812 -0.051024 0.012849 -0.007814 0.010253 0.002325 -0.002419 0.017394 -0.024656 -0.020796 0.004646 -0.006386 0.044783 0.005755 -0.012212 0.022264 0.002674 0.030799 0.014643 0.040202 0.051205 0.000626 -0.003164 0.001859 0.003706 0.000660 -0.015972 -0.011771 0.020792 0.000407 -0.007886 -0.014008 -0.022131 0.018311 -0.014969 0.016231 0.013929 -0.028139 -0.033879 -0.003041 1.000000 -0.005268 -0.086332 0.068380 -0.031595 -0.046629
Eichstätt -0.005289 0.002844 -0.016569 -0.013185 -0.013171 -0.013199 -0.025138 0.008955 -0.002527 -0.005307 -0.008483 0.010371 0.019138 0.012563 -0.003305 -0.006908 0.002981 0.009938 -0.001225 -0.000613 -0.001790 0.030414 -0.006834 0.007095 0.002908 -0.003701 0.008638 -0.003867 -0.002058 -0.001669 0.001840 -0.002528 -0.005610 0.010295 0.000411 0.012626 -0.002305 -0.011210 -0.016528 0.008566 0.009496 0.009853 0.013410 0.006992 0.002857 -0.009329 -0.004931 0.577278 -0.005268 1.000000 -0.006160 -0.002816 -0.003147 -0.006577
München -0.052319 -0.038320 0.088910 0.268283 0.264920 0.271523 0.680666 0.702792 0.025068 -0.002097 0.060726 0.032225 0.010175 0.012202 0.013694 0.040328 -0.025355 -0.005793 -0.006458 -0.010052 0.030020 -0.003841 -0.003508 0.047954 0.008890 0.074911 0.026315 0.016902 -0.005501 0.027236 0.003120 0.006799 0.002859 0.008063 -0.026780 0.001239 -0.006877 -0.014757 -0.001872 -0.006125 -0.004813 0.021482 0.002982 0.028823 -0.002561 -0.059560 0.042761 -0.003556 -0.086332 -0.006160 1.000000 -0.021746 0.047212 -0.045007
garage 0.013745 0.026299 0.055812 0.056828 0.056977 0.056682 0.015825 -0.019590 -0.954757 -0.735147 -0.280651 -0.613378 -0.155073 -0.152643 -0.105367 -0.077122 -0.068968 -0.027126 -0.056559 -0.004596 -0.013408 -0.011033 -0.051208 -0.077877 -0.036489 -0.027729 -0.053093 -0.028976 -0.015421 -0.012502 -0.083679 -0.018940 -0.042032 -0.027270 -0.061406 -0.245912 -0.017271 -0.083993 -0.123836 -0.029924 -0.197677 -0.083848 -0.022968 -0.051320 -0.063575 -0.013565 -0.014829 -0.001626 0.068380 -0.002816 -0.021746 1.000000 -0.023582 -0.049280
house_auction 0.000144 0.005028 -0.015729 -0.010583 -0.010694 -0.010475 0.023852 -0.008168 0.037148 0.117236 -0.096476 -0.006376 -0.170125 -0.167355 -0.039973 -0.085593 0.038312 -0.030313 -0.062430 -0.005136 -0.014984 -0.012329 -0.057225 -0.086420 -0.040776 -0.030987 -0.059332 -0.032380 -0.017233 -0.013971 -0.015697 -0.019982 -0.046971 -0.030474 0.053463 -0.113902 -0.019300 -0.028826 0.000920 -0.033440 -0.002861 0.065104 -0.025667 -0.055013 0.176705 -0.078112 0.635016 -0.001817 -0.031595 -0.003147 0.047212 -0.023582 1.000000 -0.055071
multi_dwelling 0.309946 0.235191 -0.072327 -0.072448 -0.072165 -0.072718 -0.049820 -0.044141 0.025547 -0.024968 -0.032817 0.012143 0.084124 0.084720 -0.062370 -0.067910 -0.015104 0.005309 -0.048456 -0.007752 -0.014639 0.008768 -0.038353 -0.002323 -0.019240 -0.016802 0.029969 -0.041706 -0.019270 -0.025653 -0.049362 -0.013625 -0.026035 -0.024950 -0.031677 0.134769 0.003340 -0.027977 -0.032715 0.006725 0.122233 -0.006682 -0.003087 -0.012432 0.004868 0.515357 -0.024225 -0.003797 -0.046629 -0.006577 -0.045007 -0.049280 -0.055071 1.000000
In [30]:
# Correlation matrix highlighting variables that have at least one strong correlation with another variable

correlation_matrix = raw.style.background_gradient(cmap='Blues', axis=0).set_precision(2)
correlation_matrix
Out[30]:
Anzahl_zimmer Wohnflaeche (in m²) Flaeche_km2 Einwohner Men Women Population_density Average_income Analytic Clout Tone Sixltr ppron i affect posemo negemo anger social family friend female male cogproc discrep tentat differ percept see hear drives affiliation achieve power risk focuspresent focusfuture leisure home relig death informal swear netspeak nonflu Mehrfamilienhaus Wohnimmobilie (sonstige) 1340 Berlin Eichstätt München garage house_auction multi_dwelling
Anzahl_zimmer 1 0.76 -0.023 -0.024 -0.023 -0.024 -0.023 -0.076 -0.011 0.013 -0.0013 0.041 -0.019 -0.028 -0.044 -0.026 -0.036 0.013 -0.021 0.011 -0.02 -0.0037 -0.046 -0.0059 -0.034 -0.02 -0.022 -0.029 -0.012 -0.016 -0.0051 0.013 -0.022 0.07 -0.052 0.017 -0.016 -0.088 -0.072 -0.014 0.049 0.051 -0.021 0.035 0.044 0.46 0.027 -0.0037 0.0035 -0.0053 -0.052 0.014 0.00014 0.31
Wohnflaeche (in m²) 0.76 1 0.011 0.019 0.019 0.019 0.0031 -0.061 -0.015 0.013 -0.0032 0.053 -0.045 -0.052 -0.051 -0.028 -0.045 0.025 -0.03 0.00098 -0.019 -0.0012 -0.046 -0.011 -0.03 -0.0084 -0.023 -0.0065 0.012 -0.012 -0.025 0.0013 -0.02 0.063 -0.068 -0.017 -0.0093 -0.069 -0.063 -0.0011 0.022 0.04 -0.0098 0.031 0.029 0.37 0.018 -0.00079 0.049 0.0028 -0.038 0.026 0.005 0.24
Flaeche_km2 -0.023 0.011 1 0.94 0.94 0.94 0.61 -0.0065 -0.054 -0.035 0.029 -0.0044 -0.0009 -0.0091 -0.0042 0.025 -0.035 -0.017 -0.0042 -0.015 0.037 0.0022 -0.013 0.02 0.013 0.037 -0.0039 0.035 0.047 0.0034 -0.018 -0.0093 -0.0065 -0.013 -0.029 0.0031 0.016 -0.038 -0.013 -0.0096 0.008 0.024 -0.00054 0.016 0.02 -0.074 -0.026 -0.0096 0.76 -0.017 0.089 0.056 -0.016 -0.072
Einwohner -0.024 0.019 0.94 1 1 1 0.76 0.11 -0.057 -0.043 0.042 0.0042 0.0063 -0.0012 -0.0023 0.034 -0.044 -0.02 0.003 -0.011 0.05 0.0034 -0.011 0.036 0.01 0.053 0.014 0.043 0.049 0.012 -0.013 -0.00024 -0.0018 -0.0039 -0.036 -0.0021 0.016 -0.026 -0.0097 -0.012 -0.0047 0.028 -0.0043 0.024 0.017 -0.068 -0.021 -0.0076 0.85 -0.013 0.27 0.057 -0.011 -0.072
Men -0.023 0.019 0.94 1 1 1 0.76 0.11 -0.057 -0.043 0.042 0.0041 0.0064 -0.0012 -0.0025 0.034 -0.044 -0.02 0.003 -0.011 0.05 0.0034 -0.012 0.036 0.01 0.053 0.014 0.043 0.049 0.012 -0.013 -0.00015 -0.0016 -0.0038 -0.036 -0.0022 0.016 -0.026 -0.0097 -0.012 -0.0049 0.028 -0.0044 0.024 0.017 -0.068 -0.021 -0.0076 0.85 -0.013 0.26 0.057 -0.011 -0.072
Women -0.024 0.019 0.94 1 1 1 0.77 0.11 -0.057 -0.043 0.042 0.0043 0.0063 -0.0012 -0.0022 0.035 -0.044 -0.02 0.003 -0.011 0.05 0.0034 -0.011 0.036 0.011 0.053 0.014 0.043 0.049 0.012 -0.013 -0.00033 -0.0019 -0.004 -0.036 -0.002 0.016 -0.026 -0.0096 -0.012 -0.0045 0.028 -0.0042 0.024 0.017 -0.069 -0.021 -0.0076 0.85 -0.013 0.27 0.057 -0.01 -0.073
Population_density -0.023 0.0031 0.61 0.76 0.76 0.77 1 0.43 -0.016 -0.023 0.066 0.027 0.015 0.012 -0.00038 0.046 -0.053 -0.017 0.019 0.0087 0.046 -0.0043 0.0018 0.057 0.014 0.073 0.029 0.037 0.026 0.037 -0.00081 0.02 0.0042 0.0085 -0.047 0.011 0.0092 -0.021 0.0031 -0.0088 0.0055 0.04 0.0011 0.04 0.016 -0.048 0.0068 -0.015 0.45 -0.025 0.68 0.016 0.024 -0.05
Average_income -0.076 -0.061 -0.0065 0.11 0.11 0.11 0.43 1 0.016 -0.018 0.064 0.054 0.023 0.027 -0.012 0.03 -0.053 0.008 -0.015 -0.04 0.027 -0.00012 0.0043 0.039 -0.0028 0.042 0.046 0.012 0.0024 0.0059 -0.032 -0.027 0.0074 0.023 -0.062 0.0067 -0.018 0.00029 0.0009 0.0073 -0.013 -0.018 0.01 0.0063 -0.039 -0.075 0.0092 0.0052 -0.2 0.009 0.7 -0.02 -0.0082 -0.044
Analytic -0.011 -0.015 -0.054 -0.057 -0.057 -0.057 -0.016 0.016 1 0.85 0.3 0.59 -0.11 -0.11 0.11 0.097 0.049 0.029 0.066 0.017 0.022 0.01 0.048 0.086 0.037 0.039 0.054 0.04 0.024 0.02 0.09 0.027 0.059 0.046 0.04 0.072 0.028 0.074 0.13 0.03 0.19 0.09 0.024 0.053 0.071 0.0026 0.021 -0.00064 -0.072 -0.0025 0.025 -0.95 0.037 0.026
Clout 0.013 0.013 -0.035 -0.043 -0.043 -0.043 -0.023 -0.018 0.85 1 0.27 0.45 -0.43 -0.46 0.092 0.11 0.011 -0.029 0.29 0.13 0.08 0.056 0.18 -0.023 0.021 0.042 -0.13 0.05 0.035 0.029 0.13 0.17 0.048 0.057 0.018 -0.19 0.033 0.073 0.12 -0.027 0.12 0.13 -0.049 0.11 0.094 -0.013 0.073 -0.0021 -0.051 -0.0053 -0.0021 -0.74 0.12 -0.025
Tone -0.0013 -0.0032 0.029 0.042 0.042 0.042 0.066 0.064 0.3 0.27 1 0.24 -0.029 -0.033 0.3 0.8 -0.46 -0.14 0.046 -0.0041 0.036 0.0088 -0.013 0.18 0.27 0.0033 0.0018 0.14 0.044 0.089 -0.049 0.05 0.26 0.054 -0.43 0.0028 0.0035 0.041 0.061 -0.074 0.025 0.034 -0.12 0.066 0.0094 -0.043 -0.039 -0.0019 0.013 -0.0085 0.061 -0.28 -0.096 -0.033
Sixltr 0.041 0.053 -0.0044 0.0042 0.0041 0.0043 0.027 0.054 0.59 0.45 0.24 1 0.058 0.056 0.037 0.085 -0.041 -0.015 -0.056 -0.019 -0.033 -0.022 -0.043 0.071 0.0063 0.059 0.079 0.043 0.032 0.044 0.053 -0.02 0.039 0.15 -0.043 0.081 0.014 0.11 0.051 -0.02 0.053 -0.0061 -0.028 0.021 -0.025 0.011 -0.0046 0.0085 -0.0078 0.01 0.032 -0.61 -0.0064 0.012
ppron -0.019 -0.045 -0.0009 0.0063 0.0064 0.0063 0.015 0.023 -0.11 -0.43 -0.029 0.058 1 0.98 0.00054 -0.044 0.051 0.013 0.019 -0.025 -0.006 0.03 0.039 -0.026 -0.014 -0.028 0.0077 -0.025 -0.021 -0.021 -0.012 0.014 -0.036 -0.053 0.052 0.66 -0.028 0.015 -0.0081 -0.0015 0.069 -0.0051 -0.0037 0.052 -0.071 0.037 -0.091 0.0044 0.01 0.019 0.01 -0.16 -0.17 0.084
i -0.028 -0.052 -0.0091 -0.0012 -0.0012 -0.0012 0.012 0.027 -0.11 -0.46 -0.033 0.056 0.98 1 -0.0076 -0.052 0.048 0.011 0.0055 -0.025 -0.0083 0.017 0.045 -0.03 -0.014 -0.032 0.0074 -0.028 -0.025 -0.021 -0.025 -0.0036 -0.04 -0.06 0.049 0.67 -0.028 0.011 -0.0092 -0.0027 0.07 -0.048 -0.0061 -0.0046 -0.07 0.032 -0.086 0.0049 0.0023 0.013 0.012 -0.15 -0.17 0.085
affect -0.044 -0.051 -0.0042 -0.0023 -0.0025 -0.0022 -0.00038 -0.012 0.11 0.092 0.3 0.037 0.00054 -0.0076 1 0.74 0.64 0.19 0.03 -0.016 0.03 -0.0023 0.0053 0.2 0.32 0.034 0.013 0.084 0.039 0.038 0.55 0.036 0.24 0.041 0.58 -0.03 -0.005 0.008 -0.015 0.095 -0.028 0.042 0.14 0.064 -0.055 -0.06 -0.0082 0.00086 -0.0024 -0.0033 0.014 -0.11 -0.04 -0.062
posemo -0.026 -0.028 0.025 0.034 0.034 0.035 0.046 0.03 0.097 0.11 0.8 0.085 -0.044 -0.052 0.74 1 -0.035 -0.0015 0.043 -0.012 0.038 0.0042 -0.0051 0.24 0.39 0.016 -0.0025 0.13 0.051 0.075 0.23 0.05 0.33 0.051 -0.043 -0.05 -0.0039 0.012 0.006 -0.0066 -0.024 0.036 -0.0087 0.077 -0.035 -0.068 -0.035 -7.9e-05 0.017 -0.0069 0.04 -0.077 -0.086 -0.068
negemo -0.036 -0.045 -0.035 -0.044 -0.044 -0.044 -0.053 -0.053 0.049 0.011 -0.46 -0.041 0.051 0.048 0.64 -0.035 1 0.28 -0.0054 -0.01 0.0015 -0.0085 0.014 0.028 0.032 0.032 0.022 -0.028 0.00069 -0.029 0.57 -0.0034 -0.012 0.0035 0.92 0.012 -0.0029 -0.0015 -0.03 0.15 -0.015 0.022 0.22 0.0067 -0.042 -0.012 0.028 0.0014 -0.025 0.003 -0.025 -0.069 0.038 -0.015
anger 0.013 0.025 -0.017 -0.02 -0.02 -0.02 -0.017 0.008 0.029 -0.029 -0.14 -0.015 0.013 0.011 0.19 -0.0015 0.28 1 0.038 -0.0053 -0.0049 -0.0082 0.061 -0.016 -0.0023 -0.00057 -0.012 -0.0046 0.014 -0.012 0.046 -0.0036 0.052 0.1 -0.024 0.081 -0.0052 -0.034 -0.022 0.58 0.13 0.12 0.78 -0.011 -0.034 0.041 -0.0012 -0.0021 -0.021 0.0099 -0.0058 -0.027 -0.03 0.0053
social -0.021 -0.03 -0.0042 0.003 0.003 0.003 0.019 -0.015 0.066 0.29 0.046 -0.056 0.019 0.0055 0.03 0.043 -0.0054 0.038 1 0.55 0.23 0.21 0.64 0.018 -0.027 0.0047 0.0094 0.035 0.035 0.0076 0.24 0.64 -0.0058 0.025 -0.014 0.037 0.0034 0.011 0.048 -0.016 0.035 0.18 0.0012 0.26 -0.031 -0.02 0.015 -0.0044 0.0046 -0.0012 -0.0065 -0.057 -0.062 -0.048
family 0.011 0.00098 -0.015 -0.011 -0.011 -0.011 0.0087 -0.04 0.017 0.13 -0.0041 -0.019 -0.025 -0.025 -0.016 -0.012 -0.01 -0.0053 0.55 1 -0.0017 -0.002 -0.011 -0.0062 -0.0063 -0.003 -0.00084 -0.004 -0.0014 -0.002 0.32 0.84 -0.005 -0.00028 -0.01 -0.038 -0.0012 -0.014 -0.018 -0.0052 -0.031 0.36 -0.0042 0.48 -0.01 0.05 -0.008 -0.00035 -0.0064 -0.00061 -0.01 -0.0046 -0.0051 -0.0078
friend -0.02 -0.019 0.037 0.05 0.05 0.05 0.046 0.027 0.022 0.08 0.036 -0.033 -0.006 -0.0083 0.03 0.038 0.0015 -0.0049 0.23 -0.0017 1 0.61 0.0089 0.042 0.015 0.091 -0.0039 0.026 0.041 -0.0054 0.13 0.26 0.017 0.044 0.0013 -0.018 0.021 0.033 0.095 -0.011 -0.015 0.1 -0.0072 0.11 0.034 -0.022 -0.0061 -0.001 0.045 -0.0018 0.03 -0.013 -0.015 -0.015
female -0.0037 -0.0012 0.0022 0.0034 0.0034 0.0034 -0.0043 -0.00012 0.01 0.056 0.0088 -0.022 0.03 0.017 -0.0023 0.0042 -0.0085 -0.0082 0.21 -0.002 0.61 1 0.02 -0.0083 -0.0035 0.003 -0.0074 0.0076 0.018 -0.0053 0.075 0.21 -0.0058 0.0076 -0.0083 0.0081 -9.5e-05 -0.012 -0.013 0.0023 -0.0037 0.085 -0.0079 0.11 0.00052 0.0044 0.0027 -0.00085 0.0058 0.03 -0.0038 -0.011 -0.012 0.0088
male -0.046 -0.046 -0.013 -0.011 -0.012 -0.011 0.0018 0.0043 0.048 0.18 -0.013 -0.043 0.039 0.045 0.0053 -0.0051 0.014 0.061 0.64 -0.011 0.0089 0.02 1 -0.0046 -0.031 -0.023 0.025 0.0085 -0.005 0.012 -0.018 -0.0073 -0.031 0.01 -0.00065 0.084 -0.0049 -0.038 0.042 -0.0061 0.074 -0.062 0.011 -0.051 -0.039 -0.057 0.041 -0.0039 -0.012 -0.0068 -0.0035 -0.051 -0.057 -0.038
cogproc -0.0059 -0.011 0.02 0.036 0.036 0.036 0.057 0.039 0.086 -0.023 0.18 0.071 -0.026 -0.03 0.2 0.24 0.028 -0.016 0.018 -0.0062 0.042 -0.0083 -0.0046 1 0.54 0.4 0.64 0.042 0.012 -0.01 0.27 0.014 0.46 0.057 0.034 0.0067 0.23 -0.038 -0.0077 -0.021 0.016 -0.013 -0.0067 0.018 -0.039 -0.011 -0.042 0.0075 0.022 0.0071 0.048 -0.078 -0.086 -0.0023
discrep -0.034 -0.03 0.013 0.01 0.01 0.011 0.014 -0.0028 0.037 0.021 0.27 0.0063 -0.014 -0.014 0.32 0.39 0.032 -0.0023 -0.027 -0.0063 0.015 -0.0035 -0.031 0.54 1 0.038 0.041 0.0058 -0.006 -0.0052 0.32 -7.7e-05 0.65 -0.011 0.034 0.027 -0.0024 -0.03 -0.019 -0.0057 0.047 0.0059 0.012 0.019 -0.017 -0.049 -0.035 0.011 0.0027 0.0029 0.0089 -0.036 -0.041 -0.019
tentat -0.02 -0.0084 0.037 0.053 0.053 0.053 0.073 0.042 0.039 0.042 0.0033 0.059 -0.028 -0.032 0.034 0.016 0.032 -0.00057 0.0047 -0.003 0.091 0.003 -0.023 0.4 0.038 1 0.027 0.015 0.01 0.0042 0.15 0.02 0.24 0.017 0.033 -0.0063 0.59 -0.011 0.0096 0.0057 0.007 0.017 -0.0027 0.039 -0.021 -0.012 -0.039 -0.0021 0.031 -0.0037 0.075 -0.028 -0.031 -0.017
differ -0.022 -0.023 -0.0039 0.014 0.014 0.014 0.029 0.046 0.054 -0.13 0.0018 0.079 0.0077 0.0074 0.013 -0.0025 0.022 -0.012 0.0094 -0.00084 -0.0039 -0.0074 0.025 0.64 0.041 0.027 1 -0.005 0.0024 -0.02 0.068 -0.0042 0.06 0.066 0.028 0.00073 -0.0033 -0.0059 0.0062 -0.018 -0.009 -0.031 -0.0084 -0.0092 -0.034 0.011 -0.011 -0.0041 0.015 0.0086 0.026 -0.053 -0.059 0.03
percept -0.029 -0.0065 0.035 0.043 0.043 0.043 0.037 0.012 0.04 0.05 0.14 0.043 -0.025 -0.028 0.084 0.13 -0.028 -0.0046 0.035 -0.004 0.026 0.0076 0.0085 0.042 0.0058 0.015 -0.005 1 0.65 0.63 -0.00026 0.014 0.0056 0.0086 -0.037 0.012 0.0036 0.045 0.046 0.0024 -0.035 -0.0023 0.0011 0.0097 -0.016 -0.05 0.025 -0.0022 0.04 -0.0039 0.017 -0.029 -0.032 -0.042
see -0.012 0.012 0.047 0.049 0.049 0.049 0.026 0.0024 0.024 0.035 0.044 0.032 -0.021 -0.025 0.039 0.051 0.00069 0.014 0.035 -0.0014 0.041 0.018 -0.005 0.012 -0.006 0.01 0.0024 0.65 1 -0.0029 -0.0046 0.0036 -0.00047 0.012 -0.019 0.034 0.0063 0.092 0.064 0.014 -0.043 0.019 0.017 0.023 -0.0028 -0.03 -0.02 -0.0012 0.051 -0.0021 -0.0055 -0.015 -0.017 -0.019
hear -0.016 -0.012 0.0034 0.012 0.012 0.012 0.037 0.0059 0.02 0.029 0.089 0.044 -0.021 -0.021 0.038 0.075 -0.029 -0.012 0.0076 -0.002 -0.0054 -0.0053 0.012 -0.01 -0.0052 0.0042 -0.02 0.63 -0.0029 1 -0.0053 0.0088 0.0048 0.0052 -0.025 -0.024 6.9e-05 -0.0008 -0.0032 -0.0086 -0.019 -0.018 -0.01 -0.0079 -0.015 -0.027 0.071 -0.00096 0.00063 -0.0017 0.027 -0.013 -0.014 -0.026
drives -0.0051 -0.025 -0.018 -0.013 -0.013 -0.013 -0.00081 -0.032 0.09 0.13 -0.049 0.053 -0.012 -0.025 0.55 0.23 0.57 0.046 0.24 0.32 0.13 0.075 -0.018 0.27 0.32 0.15 0.068 -0.00026 -0.0046 -0.0053 1 0.39 0.46 0.53 0.6 -0.049 0.15 -0.0039 -0.029 -0.024 -0.054 0.11 -0.011 0.18 -0.036 -0.0094 -0.014 -0.0019 -0.0032 0.0018 0.0031 -0.084 -0.016 -0.049
affiliation 0.013 0.0013 -0.0093 -0.00024 -0.00015 -0.00033 0.02 -0.027 0.027 0.17 0.05 -0.02 0.014 -0.0036 0.036 0.05 -0.0034 -0.0036 0.64 0.84 0.26 0.21 -0.0073 0.014 -7.7e-05 0.02 -0.0042 0.014 0.0036 0.0088 0.39 1 0.023 0.0032 -0.0023 -0.02 0.0015 0.047 -0.0051 -0.0053 -0.029 0.33 -0.0014 0.45 -0.019 0.046 -0.018 -0.0015 0.0019 -0.0025 0.0068 -0.019 -0.02 -0.014
achieve -0.022 -0.02 -0.0065 -0.0018 -0.0016 -0.0019 0.0042 0.0074 0.059 0.048 0.26 0.039 -0.036 -0.04 0.24 0.33 -0.012 0.052 -0.0058 -0.005 0.017 -0.0058 -0.031 0.46 0.65 0.24 0.06 0.0056 -0.00047 0.0048 0.46 0.023 1 0.32 -0.028 -0.036 0.33 -0.018 -0.01 -0.00067 -0.028 0.035 0.0083 0.036 0.0096 -0.028 -0.035 -0.0032 0.0037 -0.0056 0.0029 -0.042 -0.047 -0.026
power 0.07 0.063 -0.013 -0.0039 -0.0038 -0.004 0.0085 0.023 0.046 0.057 0.054 0.15 -0.053 -0.06 0.041 0.051 0.0035 0.1 0.025 -0.00028 0.044 0.0076 0.01 0.057 -0.011 0.017 0.066 0.0086 0.012 0.0052 0.53 0.0032 0.32 1 -0.031 -0.065 0.0084 -0.021 -0.013 -0.0078 -0.041 0.0041 -0.01 0.02 -0.015 0.027 -0.0076 -0.0021 0.00066 0.01 0.0081 -0.027 -0.03 -0.025
risk -0.052 -0.068 -0.029 -0.036 -0.036 -0.036 -0.047 -0.062 0.04 0.018 -0.43 -0.043 0.052 0.049 0.58 -0.043 0.92 -0.024 -0.014 -0.01 0.0013 -0.0083 -0.00065 0.034 0.034 0.033 0.028 -0.037 -0.019 -0.025 0.6 -0.0023 -0.028 -0.031 1 -0.0046 0.0002 0.0094 -0.022 -0.029 -0.045 -0.049 -0.018 -0.033 -0.033 -0.035 0.034 0.0025 -0.016 0.00041 -0.027 -0.061 0.053 -0.032
focuspresent 0.017 -0.017 0.0031 -0.0021 -0.0022 -0.002 0.011 0.0067 0.072 -0.19 0.0028 0.081 0.66 0.67 -0.03 -0.05 0.012 0.081 0.037 -0.038 -0.018 0.0081 0.084 0.0067 0.027 -0.0063 0.00073 0.012 0.034 -0.024 -0.049 -0.02 -0.036 -0.065 -0.0046 1 -0.00076 -0.1 -0.024 0.056 0.76 -0.048 0.07 -0.027 -0.065 0.082 -0.071 0.014 -0.012 0.013 0.0012 -0.25 -0.11 0.13
focusfuture -0.016 -0.0093 0.016 0.016 0.016 0.016 0.0092 -0.018 0.028 0.033 0.0035 0.014 -0.028 -0.028 -0.005 -0.0039 -0.0029 -0.0052 0.0034 -0.0012 0.021 -9.5e-05 -0.0049 0.23 -0.0024 0.59 -0.0033 0.0036 0.0063 6.9e-05 0.15 0.0015 0.33 0.0084 0.0002 -0.00076 1 -0.0092 0.018 0.0031 0.0025 0.035 -0.007 0.029 0.022 0.016 -0.024 -0.0013 0.021 -0.0023 -0.0069 -0.017 -0.019 0.0033
leisure -0.088 -0.069 -0.038 -0.026 -0.026 -0.026 -0.021 0.00029 0.074 0.073 0.041 0.11 0.015 0.011 0.008 0.012 -0.0015 -0.034 0.011 -0.014 0.033 -0.012 -0.038 -0.038 -0.03 -0.011 -0.0059 0.045 0.092 -0.0008 -0.0039 0.047 -0.018 -0.021 0.0094 -0.1 -0.0092 1 0.62 -0.032 -0.15 -0.034 -0.028 -0.016 -0.028 -0.068 -0.032 -0.0065 0.00041 -0.011 -0.015 -0.084 -0.029 -0.028
home -0.072 -0.063 -0.013 -0.0097 -0.0097 -0.0096 0.0031 0.0009 0.13 0.12 0.061 0.051 -0.0081 -0.0092 -0.015 0.006 -0.03 -0.022 0.048 -0.018 0.095 -0.013 0.042 -0.0077 -0.019 0.0096 0.0062 0.046 0.064 -0.0032 -0.029 -0.0051 -0.01 -0.013 -0.022 -0.024 0.018 0.62 1 -0.00078 -0.026 -0.012 -0.021 -0.042 0.038 -0.07 -0.0096 -0.0095 -0.0079 -0.017 -0.0019 -0.12 0.00092 -0.033
relig -0.014 -0.0011 -0.0096 -0.012 -0.012 -0.012 -0.0088 0.0073 0.03 -0.027 -0.074 -0.02 -0.0015 -0.0027 0.095 -0.0066 0.15 0.58 -0.016 -0.0052 -0.011 0.0023 -0.0061 -0.021 -0.0057 0.0057 -0.018 0.0024 0.014 -0.0086 -0.024 -0.0053 -0.00067 -0.0078 -0.029 0.056 0.0031 -0.032 -0.00078 1 0.078 0.1 0.71 -0.02 -0.03 0.022 -0.034 -0.0023 -0.014 0.0086 -0.0061 -0.03 -0.033 0.0067
death 0.049 0.022 0.008 -0.0047 -0.0049 -0.0045 0.0055 -0.013 0.19 0.12 0.025 0.053 0.069 0.07 -0.028 -0.024 -0.015 0.13 0.035 -0.031 -0.015 -0.0037 0.074 0.016 0.047 0.007 -0.009 -0.035 -0.043 -0.019 -0.054 -0.029 -0.028 -0.041 -0.045 0.76 0.0025 -0.15 -0.026 0.078 1 -0.02 0.1 -0.029 -0.025 0.094 -0.011 0.016 -0.022 0.0095 -0.0048 -0.2 -0.0029 0.12
informal 0.051 0.04 0.024 0.028 0.028 0.028 0.04 -0.018 0.09 0.13 0.034 -0.0061 -0.0051 -0.048 0.042 0.036 0.022 0.12 0.18 0.36 0.1 0.085 -0.062 -0.013 0.0059 0.017 -0.031 -0.0023 0.019 -0.018 0.11 0.33 0.035 0.0041 -0.049 -0.048 0.035 -0.034 -0.012 0.1 -0.02 1 0.18 0.75 0.62 0.037 0.03 -0.0013 0.018 0.0099 0.021 -0.084 0.065 -0.0067
swear -0.021 -0.0098 -0.00054 -0.0043 -0.0044 -0.0042 0.0011 0.01 0.024 -0.049 -0.12 -0.028 -0.0037 -0.0061 0.14 -0.0087 0.22 0.78 0.0012 -0.0042 -0.0072 -0.0079 0.011 -0.0067 0.012 -0.0027 -0.0084 0.0011 0.017 -0.01 -0.011 -0.0014 0.0083 -0.01 -0.018 0.07 -0.007 -0.028 -0.021 0.71 0.1 0.18 1 0.014 -0.029 0.027 -0.026 -0.0018 -0.015 0.013 0.003 -0.023 -0.026 -0.0031
netspeak 0.035 0.031 0.016 0.024 0.024 0.024 0.04 0.0063 0.053 0.11 0.066 0.021 0.052 -0.0046 0.064 0.077 0.0067 -0.011 0.26 0.48 0.11 0.11 -0.051 0.018 0.019 0.039 -0.0092 0.0097 0.023 -0.0079 0.18 0.45 0.036 0.02 -0.033 -0.027 0.029 -0.016 -0.042 -0.02 -0.029 0.75 0.014 1 -0.014 0.034 -0.055 -0.004 0.016 0.007 0.029 -0.051 -0.055 -0.012
nonflu 0.044 0.029 0.02 0.017 0.017 0.017 0.016 -0.039 0.071 0.094 0.0094 -0.025 -0.071 -0.07 -0.055 -0.035 -0.042 -0.034 -0.031 -0.01 0.034 0.00052 -0.039 -0.039 -0.017 -0.021 -0.034 -0.016 -0.0028 -0.015 -0.036 -0.019 0.0096 -0.015 -0.033 -0.065 0.022 -0.028 0.038 -0.03 -0.025 0.62 -0.029 -0.014 1 0.0085 0.12 0.0032 0.014 0.0029 -0.0026 -0.064 0.18 0.0049
Mehrfamilienhaus 0.46 0.37 -0.074 -0.068 -0.068 -0.069 -0.048 -0.075 0.0026 -0.013 -0.043 0.011 0.037 0.032 -0.06 -0.068 -0.012 0.041 -0.02 0.05 -0.022 0.0044 -0.057 -0.011 -0.049 -0.012 0.011 -0.05 -0.03 -0.027 -0.0094 0.046 -0.028 0.027 -0.035 0.082 0.016 -0.068 -0.07 0.022 0.094 0.037 0.027 0.034 0.0085 1 -0.12 -0.0054 -0.028 -0.0093 -0.06 -0.014 -0.078 0.52
Wohnimmobilie (sonstige) 0.027 0.018 -0.026 -0.021 -0.021 -0.021 0.0068 0.0092 0.021 0.073 -0.039 -0.0046 -0.091 -0.086 -0.0082 -0.035 0.028 -0.0012 0.015 -0.008 -0.0061 0.0027 0.041 -0.042 -0.035 -0.039 -0.011 0.025 -0.02 0.071 -0.014 -0.018 -0.035 -0.0076 0.034 -0.071 -0.024 -0.032 -0.0096 -0.034 -0.011 0.03 -0.026 -0.055 0.12 -0.12 1 -0.0028 -0.034 -0.0049 0.043 -0.015 0.64 -0.024
1340 -0.0037 -0.00079 -0.0096 -0.0076 -0.0076 -0.0076 -0.015 0.0052 -0.00064 -0.0021 -0.0019 0.0085 0.0044 0.0049 0.00086 -7.9e-05 0.0014 -0.0021 -0.0044 -0.00035 -0.001 -0.00085 -0.0039 0.0075 0.011 -0.0021 -0.0041 -0.0022 -0.0012 -0.00096 -0.0019 -0.0015 -0.0032 -0.0021 0.0025 0.014 -0.0013 -0.0065 -0.0095 -0.0023 0.016 -0.0013 -0.0018 -0.004 0.0032 -0.0054 -0.0028 1 -0.003 0.58 -0.0036 -0.0016 -0.0018 -0.0038
Berlin 0.0035 0.049 0.76 0.85 0.85 0.85 0.45 -0.2 -0.072 -0.051 0.013 -0.0078 0.01 0.0023 -0.0024 0.017 -0.025 -0.021 0.0046 -0.0064 0.045 0.0058 -0.012 0.022 0.0027 0.031 0.015 0.04 0.051 0.00063 -0.0032 0.0019 0.0037 0.00066 -0.016 -0.012 0.021 0.00041 -0.0079 -0.014 -0.022 0.018 -0.015 0.016 0.014 -0.028 -0.034 -0.003 1 -0.0053 -0.086 0.068 -0.032 -0.047
Eichstätt -0.0053 0.0028 -0.017 -0.013 -0.013 -0.013 -0.025 0.009 -0.0025 -0.0053 -0.0085 0.01 0.019 0.013 -0.0033 -0.0069 0.003 0.0099 -0.0012 -0.00061 -0.0018 0.03 -0.0068 0.0071 0.0029 -0.0037 0.0086 -0.0039 -0.0021 -0.0017 0.0018 -0.0025 -0.0056 0.01 0.00041 0.013 -0.0023 -0.011 -0.017 0.0086 0.0095 0.0099 0.013 0.007 0.0029 -0.0093 -0.0049 0.58 -0.0053 1 -0.0062 -0.0028 -0.0031 -0.0066
München -0.052 -0.038 0.089 0.27 0.26 0.27 0.68 0.7 0.025 -0.0021 0.061 0.032 0.01 0.012 0.014 0.04 -0.025 -0.0058 -0.0065 -0.01 0.03 -0.0038 -0.0035 0.048 0.0089 0.075 0.026 0.017 -0.0055 0.027 0.0031 0.0068 0.0029 0.0081 -0.027 0.0012 -0.0069 -0.015 -0.0019 -0.0061 -0.0048 0.021 0.003 0.029 -0.0026 -0.06 0.043 -0.0036 -0.086 -0.0062 1 -0.022 0.047 -0.045
garage 0.014 0.026 0.056 0.057 0.057 0.057 0.016 -0.02 -0.95 -0.74 -0.28 -0.61 -0.16 -0.15 -0.11 -0.077 -0.069 -0.027 -0.057 -0.0046 -0.013 -0.011 -0.051 -0.078 -0.036 -0.028 -0.053 -0.029 -0.015 -0.013 -0.084 -0.019 -0.042 -0.027 -0.061 -0.25 -0.017 -0.084 -0.12 -0.03 -0.2 -0.084 -0.023 -0.051 -0.064 -0.014 -0.015 -0.0016 0.068 -0.0028 -0.022 1 -0.024 -0.049
house_auction 0.00014 0.005 -0.016 -0.011 -0.011 -0.01 0.024 -0.0082 0.037 0.12 -0.096 -0.0064 -0.17 -0.17 -0.04 -0.086 0.038 -0.03 -0.062 -0.0051 -0.015 -0.012 -0.057 -0.086 -0.041 -0.031 -0.059 -0.032 -0.017 -0.014 -0.016 -0.02 -0.047 -0.03 0.053 -0.11 -0.019 -0.029 0.00092 -0.033 -0.0029 0.065 -0.026 -0.055 0.18 -0.078 0.64 -0.0018 -0.032 -0.0031 0.047 -0.024 1 -0.055
multi_dwelling 0.31 0.24 -0.072 -0.072 -0.072 -0.073 -0.05 -0.044 0.026 -0.025 -0.033 0.012 0.084 0.085 -0.062 -0.068 -0.015 0.0053 -0.048 -0.0078 -0.015 0.0088 -0.038 -0.0023 -0.019 -0.017 0.03 -0.042 -0.019 -0.026 -0.049 -0.014 -0.026 -0.025 -0.032 0.13 0.0033 -0.028 -0.033 0.0067 0.12 -0.0067 -0.0031 -0.012 0.0049 0.52 -0.024 -0.0038 -0.047 -0.0066 -0.045 -0.049 -0.055 1
In [31]:
# correlation_matrix.to_excel("Immo_correlation_matrix.xlsx")
In [32]:
# raw.to_csv('Immo_correlation_matrix.csv')
In [ ]:
 

6. SciKit Multiple Linear Regression (Price)

As we want to test how the top topics & LIWC linguistic features can be used to predict the price of a real estate listing, we drop all other columns before running the regression analysis.

In [33]:
RegressionDFpre = liwc2_merged

RegressionDF = pd.concat([RegressionDFpre, pd.get_dummies(RegressionDFpre['Topic'])], axis=1)

RegressionDF = RegressionDF.drop(['Typ', 'Energieeffizienzklasse', 'Objektzustand', 'Anzahl_zimmer', 'Wohnflaeche (in m²)', 'Grundstueck (in m²)', 'Baujahr', 'Stadt', 'Flaeche_km2', 'Einwohner', 'Men', 'Women', 'Population_density', 'Average_income', 'timetosell', 'Topic', '0', '10', '11', '12', '14', '15', '17', '18', '19', '20', '21', '23', '24', '6', '8', '9'], axis=1)

RegressionDF
Out[33]:
ID Kaufpreis WC Analytic Clout Authentic Tone WPS Sixltr Dic ppron i we you shehe they affect posemo negemo anx anger sad social family friend female male cogproc insight cause discrep tentat certain differ percept see hear feel drives affiliation achieve power reward risk focuspast focuspresent focusfuture work leisure home money relig death informal swear netspeak assent nonflu courtyard_estate garage house_auction house_layout house_viewing multi_dwelling renovated
0 115756801 518500.0 260 92.13 46.92 1.00 32.37 15.29 32.31 9.23 0.77 0.77 0.00 0.00 0.00 0.00 0.38 0.38 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.38 0.38 0.00 0.00 0.00 0.00 0.00 0.38 0.00 0.38 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.38 2.69 0.00 0.38 1.15 2.31 0.00 0.00 1.54 0.00 0.00 0.00 0.00 0.00 0 0 0 0 0 0 0
1 116853306 301667.0 162 93.82 45.10 1.00 25.77 13.50 35.19 4.94 0.62 0.62 0.00 0.00 0.00 0.00 1.23 0.62 0.62 0.00 0.62 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.62 0.00 0.00 0.00 0.62 0.00 0.62 0.00 1.23 0.62 0.00 0.00 0.62 0 0 0 0 0 0 0
2 116959865 225900.0 94 93.26 50.00 1.00 45.30 11.75 28.72 7.45 1.06 1.06 0.00 0.00 0.00 0.00 3.19 2.13 1.06 0.00 0.00 0.00 1.06 0.00 0.00 0.00 1.06 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 2.13 0.00 0.00 0.00 1.06 1.06 0.00 1.06 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0 0 0 0 0 0 0
3 116953174 218659.0 148 94.42 50.00 1.00 51.03 13.45 37.16 6.76 0.68 0.68 0.00 0.00 0.00 0.00 1.35 1.35 0.00 0.00 0.00 0.00 0.68 0.00 0.68 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 1.35 0.68 0.68 0.68 0.00 0.00 0.00 1.35 0.00 0.00 0.00 0.00 0.00 0.00 0.68 0.00 0.00 0.00 0.00 0.00 0 0 0 0 0 0 0
4 116953218 287200.0 86 93.26 50.00 1.00 47.26 4.53 43.02 5.81 0.00 0.00 0.00 0.00 0.00 0.00 1.16 1.16 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 1.16 0.00 2.33 0.00 0.00 0.00 1.16 0.00 0.00 0.00 1.16 0 0 0 0 0 0 0
... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ...
53221 37000048 239000.0 70 93.26 50.00 1.00 1.91 35.00 38.57 2.86 0.00 0.00 0.00 0.00 0.00 0.00 2.86 0.00 2.86 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 2.86 0.00 0.00 0.00 0.00 2.86 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0 0 0 0 0 0 0
53222 36788963 188500.0 87 94.26 50.00 1.61 25.77 12.43 27.59 20.69 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 1.15 1.15 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 1.15 8.05 0.00 0.00 0.00 1.15 0.00 0.00 8.05 2.30 0.00 0.00 0.00 2.30 0 0 0 0 0 0 0
53223 36713355 169000.0 61 93.26 37.15 1.71 25.77 7.62 39.34 14.75 1.64 1.64 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 4.92 0.00 0.00 0.00 1.64 0.00 0.00 3.28 1.64 0.00 1.64 0.00 0.00 0 0 0 0 0 0 0
53224 36652956 2650000.0 71 93.26 55.59 1.00 25.77 5.46 39.44 7.04 1.41 0.00 0.00 1.41 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 1.41 1.41 1.41 1.41 0.00 0.00 1.41 0.00 1.41 0.00 0.00 0 0 0 0 0 0 0
53225 35588847 109000.0 58 94.72 50.00 1.00 25.77 19.33 22.41 10.34 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 1.72 1.72 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 6.90 0.00 0.00 0.00 0.00 0.00 0.00 6.90 0.00 0.00 0.00 0.00 0.00 1 0 0 0 0 0 0

53226 rows × 65 columns

In [35]:
RegressionDF = RegressionDF.apply(pd.to_numeric, downcast='integer', errors='coerce')
RegressionDF = RegressionDF.dropna()
RegressionDF = RegressionDF.apply(pd.to_numeric, downcast='integer', errors='coerce')
RegressionDF
Out[35]:
ID Kaufpreis WC Analytic Clout Authentic Tone WPS Sixltr Dic ppron i we you shehe they affect posemo negemo anx anger sad social family friend female male cogproc insight cause discrep tentat certain differ percept see hear feel drives affiliation achieve power reward risk focuspast focuspresent focusfuture work leisure home money relig death informal swear netspeak assent nonflu courtyard_estate garage house_auction house_layout house_viewing multi_dwelling renovated
0 115756801 518500.0 260 92.13 46.92 1.00 32.37 15.29 32.31 9.23 0.77 0.77 0.0 0.00 0.0 0.0 0.38 0.38 0.00 0.0 0.00 0.0 0.00 0.0 0.00 0.0 0.00 0.38 0.38 0.0 0.0 0.0 0.0 0.0 0.38 0.0 0.38 0.0 0.00 0.00 0.00 0.00 0.00 0.00 0.38 2.69 0.0 0.38 1.15 2.31 0.00 0.00 1.54 0.00 0.00 0.00 0.0 0.00 0 0 0 0 0 0 0
1 116853306 301667.0 162 93.82 45.10 1.00 25.77 13.50 35.19 4.94 0.62 0.62 0.0 0.00 0.0 0.0 1.23 0.62 0.62 0.0 0.62 0.0 0.00 0.0 0.00 0.0 0.00 0.00 0.00 0.0 0.0 0.0 0.0 0.0 0.00 0.0 0.00 0.0 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.62 0.0 0.00 0.00 0.62 0.00 0.62 0.00 1.23 0.62 0.00 0.0 0.62 0 0 0 0 0 0 0
2 116959865 225900.0 94 93.26 50.00 1.00 45.30 11.75 28.72 7.45 1.06 1.06 0.0 0.00 0.0 0.0 3.19 2.13 1.06 0.0 0.00 0.0 1.06 0.0 0.00 0.0 1.06 0.00 0.00 0.0 0.0 0.0 0.0 0.0 0.00 0.0 0.00 0.0 2.13 0.00 0.00 0.00 1.06 1.06 0.00 1.06 0.0 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.0 0.00 0 0 0 0 0 0 0
3 116953174 218659.0 148 94.42 50.00 1.00 51.03 13.45 37.16 6.76 0.68 0.68 0.0 0.00 0.0 0.0 1.35 1.35 0.00 0.0 0.00 0.0 0.68 0.0 0.68 0.0 0.00 0.00 0.00 0.0 0.0 0.0 0.0 0.0 0.00 0.0 0.00 0.0 1.35 0.68 0.68 0.68 0.00 0.00 0.00 1.35 0.0 0.00 0.00 0.00 0.00 0.00 0.68 0.00 0.00 0.00 0.0 0.00 0 0 0 0 0 0 0
4 116953218 287200.0 86 93.26 50.00 1.00 47.26 4.53 43.02 5.81 0.00 0.00 0.0 0.00 0.0 0.0 1.16 1.16 0.00 0.0 0.00 0.0 0.00 0.0 0.00 0.0 0.00 0.00 0.00 0.0 0.0 0.0 0.0 0.0 0.00 0.0 0.00 0.0 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.0 1.16 0.00 2.33 0.00 0.00 0.00 1.16 0.00 0.00 0.0 1.16 0 0 0 0 0 0 0
... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ...
53221 37000048 239000.0 70 93.26 50.00 1.00 1.91 35.00 38.57 2.86 0.00 0.00 0.0 0.00 0.0 0.0 2.86 0.00 2.86 0.0 0.00 0.0 0.00 0.0 0.00 0.0 0.00 0.00 0.00 0.0 0.0 0.0 0.0 0.0 0.00 0.0 0.00 0.0 2.86 0.00 0.00 0.00 0.00 2.86 0.00 0.00 0.0 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.0 0.00 0 0 0 0 0 0 0
53222 36788963 188500.0 87 94.26 50.00 1.61 25.77 12.43 27.59 20.69 0.00 0.00 0.0 0.00 0.0 0.0 0.00 0.00 0.00 0.0 0.00 0.0 0.00 0.0 0.00 0.0 0.00 1.15 1.15 0.0 0.0 0.0 0.0 0.0 0.00 0.0 0.00 0.0 0.00 0.00 0.00 0.00 0.00 0.00 1.15 8.05 0.0 0.00 0.00 1.15 0.00 0.00 8.05 2.30 0.00 0.00 0.0 2.30 0 0 0 0 0 0 0
53223 36713355 169000.0 61 93.26 37.15 1.71 25.77 7.62 39.34 14.75 1.64 1.64 0.0 0.00 0.0 0.0 0.00 0.00 0.00 0.0 0.00 0.0 0.00 0.0 0.00 0.0 0.00 0.00 0.00 0.0 0.0 0.0 0.0 0.0 0.00 0.0 0.00 0.0 0.00 0.00 0.00 0.00 0.00 0.00 0.00 4.92 0.0 0.00 0.00 1.64 0.00 0.00 3.28 1.64 0.00 1.64 0.0 0.00 0 0 0 0 0 0 0
53224 36652956 2650000.0 71 93.26 55.59 1.00 25.77 5.46 39.44 7.04 1.41 0.00 0.0 1.41 0.0 0.0 0.00 0.00 0.00 0.0 0.00 0.0 0.00 0.0 0.00 0.0 0.00 0.00 0.00 0.0 0.0 0.0 0.0 0.0 0.00 0.0 0.00 0.0 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.0 1.41 1.41 1.41 1.41 0.00 0.00 1.41 0.00 1.41 0.0 0.00 0 0 0 0 0 0 0
53225 35588847 109000.0 58 94.72 50.00 1.00 25.77 19.33 22.41 10.34 0.00 0.00 0.0 0.00 0.0 0.0 0.00 0.00 0.00 0.0 0.00 0.0 0.00 0.0 0.00 0.0 0.00 1.72 1.72 0.0 0.0 0.0 0.0 0.0 0.00 0.0 0.00 0.0 0.00 0.00 0.00 0.00 0.00 0.00 0.00 6.90 0.0 0.00 0.00 0.00 0.00 0.00 6.90 0.00 0.00 0.00 0.0 0.00 1 0 0 0 0 0 0

52542 rows × 65 columns

In [36]:
#Delete outliers 
z_price = np.abs(stats.zscore(RegressionDF))
threshold = 3
RegressionDF = RegressionDF [(z_price < 3).all(axis=1)]
In [37]:
RegressionDF = RegressionDF.set_index('ID')
In [38]:
RegressionDF = RegressionDF.apply(pd.to_numeric, downcast='integer', errors='coerce')
RegressionDF = RegressionDF.dropna()
RegressionDF = RegressionDF.apply(pd.to_numeric, downcast='integer', errors='coerce')
RegressionDF
Out[38]:
Kaufpreis WC Analytic Clout Authentic Tone WPS Sixltr Dic ppron i we you shehe they affect posemo negemo anx anger sad social family friend female male cogproc insight cause discrep tentat certain differ percept see hear feel drives affiliation achieve power reward risk focuspast focuspresent focusfuture work leisure home money relig death informal swear netspeak assent nonflu courtyard_estate garage house_auction house_layout house_viewing multi_dwelling renovated
ID
115756801 518500.00 260 92.13 46.92 1.0 32.37 15.29 32.31 9.23 0.77 0.77 0.0 0.0 0 0 0.38 0.38 0.00 0.0 0.00 0 0.00 0.0 0.0 0.0 0.00 0.38 0.38 0.00 0.00 0.0 0.0 0.00 0.38 0.0 0.38 0.0 0.00 0.0 0.00 0.00 0.0 0.00 0.38 2.69 0.0 0.38 1.15 2.31 0.00 0.00 1.54 0.00 0.00 0.00 0 0.00 0 0 0 0 0 0 0
116953218 287200.00 86 93.26 50.00 1.0 47.26 4.53 43.02 5.81 0.00 0.00 0.0 0.0 0 0 1.16 1.16 0.00 0.0 0.00 0 0.00 0.0 0.0 0.0 0.00 0.00 0.00 0.00 0.00 0.0 0.0 0.00 0.00 0.0 0.00 0.0 0.00 0.0 0.00 0.00 0.0 0.00 0.00 0.00 0.0 1.16 0.00 2.33 0.00 0.00 0.00 1.16 0.00 0.00 0 1.16 0 0 0 0 0 0 0
116917689 781900.00 192 95.00 47.92 1.0 34.83 16.00 32.81 13.02 0.52 0.52 0.0 0.0 0 0 1.56 1.04 0.52 0.0 0.52 0 0.00 0.0 0.0 0.0 0.00 0.00 0.00 0.00 0.00 0.0 0.0 0.00 0.00 0.0 0.00 0.0 0.00 0.0 0.00 0.00 0.0 0.00 0.00 2.60 0.0 0.52 0.00 3.12 0.00 0.00 2.08 0.00 0.00 0.00 0 0.00 0 0 0 0 0 0 0
117009990 680400.00 211 95.51 44.35 1.0 25.77 19.18 35.07 17.06 0.95 0.95 0.0 0.0 0 0 1.90 0.95 0.95 0.0 0.00 0 0.47 0.0 0.0 0.0 0.47 0.95 0.00 0.00 0.00 0.0 0.0 0.95 0.00 0.0 0.00 0.0 0.95 0.0 0.00 0.00 0.0 0.95 0.00 5.21 0.0 0.47 0.95 1.90 0.00 0.00 4.27 0.95 0.00 0.00 0 0.95 0 0 0 0 0 0 0
117039799 330144.85 125 93.98 46.80 1.0 40.12 17.86 34.40 8.80 0.80 0.80 0.0 0.0 0 0 0.80 0.80 0.00 0.0 0.00 0 0.00 0.0 0.0 0.0 0.00 0.00 0.00 0.00 0.00 0.0 0.0 0.00 0.00 0.0 0.00 0.0 0.00 0.0 0.00 0.00 0.0 0.00 0.00 3.20 0.0 0.00 0.00 0.80 0.00 0.00 2.40 1.60 0.00 0.80 0 0.80 0 0 0 0 0 0 0
... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ...
96704880 895000.00 92 95.80 45.67 1.0 45.75 11.50 38.04 13.04 1.09 1.09 0.0 0.0 0 0 1.09 1.09 0.00 0.0 0.00 0 0.00 0.0 0.0 0.0 0.00 0.00 0.00 0.00 0.00 0.0 0.0 0.00 0.00 0.0 0.00 0.0 0.00 0.0 0.00 0.00 0.0 0.00 0.00 4.35 0.0 0.00 1.09 1.09 0.00 0.00 3.26 1.09 0.00 1.09 0 0.00 0 0 0 0 0 0 0
96615346 439000.00 72 90.27 39.05 1.0 25.77 9.00 31.94 6.94 2.78 2.78 0.0 0.0 0 0 0.00 0.00 0.00 0.0 0.00 0 0.00 0.0 0.0 0.0 0.00 0.00 0.00 0.00 0.00 0.0 0.0 0.00 0.00 0.0 0.00 0.0 0.00 0.0 0.00 0.00 0.0 0.00 0.00 4.17 0.0 0.00 0.00 0.00 0.00 0.00 1.39 0.00 0.00 0.00 0 0.00 0 0 0 0 0 0 0
96486399 595000.00 323 88.65 41.43 1.0 31.03 10.42 41.49 9.29 2.17 2.17 0.0 0.0 0 0 0.31 0.31 0.00 0.0 0.00 0 0.31 0.0 0.0 0.0 0.31 0.93 0.00 0.31 0.31 0.0 0.0 0.31 0.00 0.0 0.00 0.0 0.62 0.0 0.62 0.31 0.0 0.00 0.31 4.95 0.0 0.00 0.62 0.62 0.00 0.00 2.48 0.00 0.00 0.00 0 0.00 0 0 0 0 0 0 0
96459385 865000.00 307 91.97 41.00 1.0 16.46 18.06 28.66 9.77 1.63 1.63 0.0 0.0 0 0 0.65 0.00 0.65 0.0 0.33 0 0.33 0.0 0.0 0.0 0.33 0.65 0.00 0.00 0.00 0.0 0.0 0.65 0.00 0.0 0.00 0.0 0.33 0.0 0.00 0.00 0.0 0.33 0.00 3.58 0.0 0.00 0.33 0.33 0.00 0.33 1.63 0.98 0.33 0.00 0 0.65 0 0 0 0 0 0 0
96457868 299000.00 126 79.28 31.71 1.0 14.75 9.69 26.98 8.73 4.76 4.76 0.0 0.0 0 0 0.79 0.00 0.79 0.0 0.00 0 0.00 0.0 0.0 0.0 0.00 0.00 0.00 0.00 0.00 0.0 0.0 0.00 0.00 0.0 0.00 0.0 0.79 0.0 0.00 0.00 0.0 0.79 0.00 6.35 0.0 0.79 0.00 0.00 0.79 0.00 1.59 0.00 0.00 0.00 0 0.00 0 0 0 0 0 0 0

23028 rows × 64 columns

In [39]:
# First define dependent variable (Y) and all independent variables (X) and create test and train set. 

X = RegressionDF.drop('Kaufpreis', axis=1)
y = RegressionDF[['Kaufpreis']]


train_X, test_X, train_y, test_y = train_test_split(X, y, test_size=0.2,
                                                  random_state=1)
In [40]:
# Now, select all independent variables and run a multiple linear regression. 

multi_reg = LinearRegression()
multi_reg.fit(train_X, train_y)
y_predicted = multi_reg.predict(test_X)
print("Mean squared error: %.2f" % mean_squared_error(test_y, y_predicted))
print ("Mean absolute error: %.2f" % mean_absolute_error(test_y, y_predicted))
print('R²: %.2f' % r2_score(test_y, y_predicted))
Mean squared error: 233178827912.98
Mean absolute error: 303244.24
R²: 0.05
In [41]:
%matplotlib inline
fig, ax = plt.subplots()
ax.scatter(test_y, y_predicted)
ax.plot([test_y.min(), test_y.max()], [test_y.min(), test_y.max()], 'k-', color='red', lw=4)
ax.set_xlabel('measured Kaufpreis')
ax.set_ylabel('predicted Kaufpreis')
plt.show()

7. Tensorflow Neural Network (Price)

In [44]:
# Rename & extract the variable to predict
neuraldf = RegressionDF
target = neuraldf.Kaufpreis
neuraldf.drop(['Kaufpreis'],axis = 1 , inplace = True)
neuraldf['Target'] = target
In [45]:
# Split into train & test set whereby train set is 80% of the data.

n_train = round(neuraldf.shape[0] * 0.8)
train = neuraldf[:n_train]
test = neuraldf[n_train:]

target = train['Target']
train.drop(['Target'], axis = 1, inplace = True)

truth = test['Target']
test.drop(['Target'], axis = 1, inplace = True)
In [46]:
# Initiate a sequential model (i.e., no recurrence)
NN_model = Sequential()

# Make the input layer
NN_model.add(Dense(128, kernel_initializer='normal',input_dim = train.shape[1], activation='relu'))

# Make hidden layers
NN_model.add(Dense(256, kernel_initializer='normal',activation='relu'))
NN_model.add(Dense(256, kernel_initializer='normal',activation='relu'))

# Make the output layer
NN_model.add(Dense(1, kernel_initializer='normal',activation='linear'))

# Compile the network
NN_model.compile(loss='mean_squared_error', optimizer='adam', metrics=['mean_absolute_error'])
NN_model.summary()
Model: "sequential_1"
_________________________________________________________________
Layer (type)                 Output Shape              Param #   
=================================================================
dense_1 (Dense)              (None, 128)               8192      
_________________________________________________________________
dense_2 (Dense)              (None, 256)               33024     
_________________________________________________________________
dense_3 (Dense)              (None, 256)               65792     
_________________________________________________________________
dense_4 (Dense)              (None, 1)                 257       
=================================================================
Total params: 107,265
Trainable params: 107,265
Non-trainable params: 0
_________________________________________________________________

7.1. Checkpoint callback

A backup system that saves the models learned at each epoch. It saves only the models that are better than the previous models.

A file is made for each new model, containing the weights & biases of each neuron. Any of these files can be loaded to instantiate the corresponding network.

In [47]:
# Define how to name the files
checkpoint_name = 'Weights-{epoch:03d}--{val_loss:.5f}.hdf5'
# Instantiate the checkpoint system
checkpoint = ModelCheckpoint(checkpoint_name, monitor='val_loss', verbose = 1, save_best_only = True, mode ='auto')
callbacks_list = [checkpoint]

7.2. Training the neural network

In [48]:
history = NN_model.fit(train, target, epochs=50, 
             # No. of randomly sampled data points used to compute the errors at each epoch (avoid overfitting)
             batch_size=32, 
             # Size of validation set for cross-validation
             validation_split = 0.2, 
             # Link to checkpoint system, to check the best model previously built
             callbacks=callbacks_list)
Train on 14737 samples, validate on 3685 samples
Epoch 1/50
14737/14737 [==============================] - 1s 87us/step - loss: 334173543029.9507 - mean_absolute_error: 363340.3750 - val_loss: 185991302922.3512 - val_mean_absolute_error: 282586.0938

Epoch 00001: val_loss improved from inf to 185991302922.35117, saving model to Weights-001--185991302922.35117.hdf5
Epoch 2/50
14737/14737 [==============================] - 1s 81us/step - loss: 275756730091.0329 - mean_absolute_error: 324074.4688 - val_loss: 186591927406.3197 - val_mean_absolute_error: 287132.2188

Epoch 00002: val_loss did not improve from 185991302922.35117
Epoch 3/50
14737/14737 [==============================] - 1s 81us/step - loss: 275209827096.9625 - mean_absolute_error: 324119.5938 - val_loss: 181573202196.7718 - val_mean_absolute_error: 269544.0938

Epoch 00003: val_loss improved from 185991302922.35117 to 181573202196.77179, saving model to Weights-003--181573202196.77179.hdf5
Epoch 4/50
14737/14737 [==============================] - 1s 64us/step - loss: 274326194176.9728 - mean_absolute_error: 323723.3750 - val_loss: 188770830062.0070 - val_mean_absolute_error: 294511.4688

Epoch 00004: val_loss did not improve from 181573202196.77179
Epoch 5/50
14737/14737 [==============================] - 1s 76us/step - loss: 274141084295.1830 - mean_absolute_error: 323933.3438 - val_loss: 182801685605.4274 - val_mean_absolute_error: 275563.9688

Epoch 00005: val_loss did not improve from 181573202196.77179
Epoch 6/50
14737/14737 [==============================] - 1s 64us/step - loss: 273543404622.4485 - mean_absolute_error: 324115.5625 - val_loss: 182759047928.2887 - val_mean_absolute_error: 275344.6875

Epoch 00006: val_loss did not improve from 181573202196.77179
Epoch 7/50
14737/14737 [==============================] - 1s 65us/step - loss: 273184547032.2372 - mean_absolute_error: 322677.0625 - val_loss: 187753483388.7696 - val_mean_absolute_error: 291586.1875

Epoch 00007: val_loss did not improve from 181573202196.77179
Epoch 8/50
14737/14737 [==============================] - 1s 67us/step - loss: 272920682170.8104 - mean_absolute_error: 323482.4688 - val_loss: 188152358266.7549 - val_mean_absolute_error: 292714.9062

Epoch 00008: val_loss did not improve from 181573202196.77179
Epoch 9/50
14737/14737 [==============================] - 1s 65us/step - loss: 272841759318.8215 - mean_absolute_error: 322959.6562 - val_loss: 181489786615.4551 - val_mean_absolute_error: 269701.1875

Epoch 00009: val_loss improved from 181573202196.77179 to 181489786615.45508, saving model to Weights-009--181489786615.45508.hdf5
Epoch 10/50
14737/14737 [==============================] - 1s 79us/step - loss: 271951558426.0047 - mean_absolute_error: 322024.6875 - val_loss: 186408615406.9102 - val_mean_absolute_error: 287916.6562

Epoch 00010: val_loss did not improve from 181489786615.45508
Epoch 11/50
14737/14737 [==============================] - 1s 87us/step - loss: 271736158233.7094 - mean_absolute_error: 322013.4688 - val_loss: 192418442807.1599 - val_mean_absolute_error: 303352.2500

Epoch 00011: val_loss did not improve from 181489786615.45508
Epoch 12/50
14737/14737 [==============================] - 1s 77us/step - loss: 271165566357.5838 - mean_absolute_error: 322652.4062 - val_loss: 184811222847.1490 - val_mean_absolute_error: 282260.4688

Epoch 00012: val_loss did not improve from 181489786615.45508
Epoch 13/50
14737/14737 [==============================] - 1s 65us/step - loss: 270441239060.8108 - mean_absolute_error: 321041.4375 - val_loss: 189692895758.8668 - val_mean_absolute_error: 296077.1250

Epoch 00013: val_loss did not improve from 181489786615.45508
Epoch 14/50
14737/14737 [==============================] - 1s 68us/step - loss: 270145854372.3493 - mean_absolute_error: 320627.9688 - val_loss: 192104844110.4326 - val_mean_absolute_error: 301889.2188

Epoch 00014: val_loss did not improve from 181489786615.45508
Epoch 15/50
14737/14737 [==============================] - 1s 65us/step - loss: 269399358180.8488 - mean_absolute_error: 321258.1250 - val_loss: 184916361398.2914 - val_mean_absolute_error: 281460.3750

Epoch 00015: val_loss did not improve from 181489786615.45508
Epoch 16/50
14737/14737 [==============================] - 1s 64us/step - loss: 269175840899.1876 - mean_absolute_error: 320260.0938 - val_loss: 189248515536.8988 - val_mean_absolute_error: 292733.0000

Epoch 00016: val_loss did not improve from 181489786615.45508
Epoch 17/50
14737/14737 [==============================] - 1s 64us/step - loss: 268467699649.7415 - mean_absolute_error: 319956.7500 - val_loss: 190807612228.4288 - val_mean_absolute_error: 296433.7188

Epoch 00017: val_loss did not improve from 181489786615.45508
Epoch 18/50
14737/14737 [==============================] - 1s 65us/step - loss: 268589392153.8310 - mean_absolute_error: 320237.3750 - val_loss: 187425864194.0841 - val_mean_absolute_error: 286622.1562

Epoch 00018: val_loss did not improve from 181489786615.45508
Epoch 19/50
14737/14737 [==============================] - 1s 66us/step - loss: 268240918042.3000 - mean_absolute_error: 319576.9375 - val_loss: 187194747986.5313 - val_mean_absolute_error: 286198.0938

Epoch 00019: val_loss did not improve from 181489786615.45508
Epoch 20/50
14737/14737 [==============================] - 1s 67us/step - loss: 267818985386.8114 - mean_absolute_error: 319905.5000 - val_loss: 194535451361.5023 - val_mean_absolute_error: 303963.3125

Epoch 00020: val_loss did not improve from 181489786615.45508
Epoch 21/50
14737/14737 [==============================] - 1s 68us/step - loss: 267904420046.6483 - mean_absolute_error: 320027.2500 - val_loss: 196043123465.5175 - val_mean_absolute_error: 306422.4062

Epoch 00021: val_loss did not improve from 181489786615.45508
Epoch 22/50
14737/14737 [==============================] - 1s 65us/step - loss: 267863771939.6632 - mean_absolute_error: 319674.8125 - val_loss: 185158863485.4643 - val_mean_absolute_error: 278376.1562

Epoch 00022: val_loss did not improve from 181489786615.45508
Epoch 23/50
14737/14737 [==============================] - 1s 65us/step - loss: 267631693529.6617 - mean_absolute_error: 319915.2188 - val_loss: 185294966240.4602 - val_mean_absolute_error: 278641.0312

Epoch 00023: val_loss did not improve from 181489786615.45508
Epoch 24/50
14737/14737 [==============================] - 1s 64us/step - loss: 267154401939.6903 - mean_absolute_error: 319049.0312 - val_loss: 183910544792.7664 - val_mean_absolute_error: 273875.1250

Epoch 00024: val_loss did not improve from 181489786615.45508
Epoch 25/50
14737/14737 [==============================] - 1s 63us/step - loss: 266896495536.1618 - mean_absolute_error: 319162.5000 - val_loss: 188274022969.6608 - val_mean_absolute_error: 287212.9688

Epoch 00025: val_loss did not improve from 181489786615.45508
Epoch 26/50
14737/14737 [==============================] - 1s 66us/step - loss: 266987118662.5967 - mean_absolute_error: 319079.2500 - val_loss: 196283438135.2988 - val_mean_absolute_error: 306622.2500

Epoch 00026: val_loss did not improve from 181489786615.45508
Epoch 27/50
14737/14737 [==============================] - 1s 65us/step - loss: 267168164742.8877 - mean_absolute_error: 319882.2812 - val_loss: 196751185071.3444 - val_mean_absolute_error: 308302.4062

Epoch 00027: val_loss did not improve from 181489786615.45508
Epoch 28/50
14737/14737 [==============================] - 1s 75us/step - loss: 266798864755.4666 - mean_absolute_error: 319172.5938 - val_loss: 190051302299.1284 - val_mean_absolute_error: 292035.2812

Epoch 00028: val_loss did not improve from 181489786615.45508
Epoch 29/50
14737/14737 [==============================] - 1s 68us/step - loss: 266547752238.7460 - mean_absolute_error: 318726.7188 - val_loss: 199584580046.3978 - val_mean_absolute_error: 313420.1250

Epoch 00029: val_loss did not improve from 181489786615.45508
Epoch 30/50
14737/14737 [==============================] - 1s 72us/step - loss: 266348292492.2033 - mean_absolute_error: 318736.6562 - val_loss: 200732374749.3340 - val_mean_absolute_error: 315442.4062

Epoch 00030: val_loss did not improve from 181489786615.45508
Epoch 31/50
14737/14737 [==============================] - 1s 64us/step - loss: 266406783808.0130 - mean_absolute_error: 319310.5312 - val_loss: 186109301272.8705 - val_mean_absolute_error: 280641.0625

Epoch 00031: val_loss did not improve from 181489786615.45508
Epoch 32/50
14737/14737 [==============================] - 1s 62us/step - loss: 266243552583.6216 - mean_absolute_error: 318126.0000 - val_loss: 182435293881.4871 - val_mean_absolute_error: 268509.3438

Epoch 00032: val_loss did not improve from 181489786615.45508
Epoch 33/50
14737/14737 [==============================] - 1s 61us/step - loss: 266594570734.4550 - mean_absolute_error: 318909.4688 - val_loss: 185604926248.6404 - val_mean_absolute_error: 280983.7188

Epoch 00033: val_loss did not improve from 181489786615.45508
Epoch 34/50
14737/14737 [==============================] - 1s 61us/step - loss: 265949120338.4266 - mean_absolute_error: 318070.1250 - val_loss: 191669721244.1704 - val_mean_absolute_error: 296672.8438

Epoch 00034: val_loss did not improve from 181489786615.45508
Epoch 35/50
14737/14737 [==============================] - 1s 68us/step - loss: 266141765613.9339 - mean_absolute_error: 318522.8125 - val_loss: 184743189027.4301 - val_mean_absolute_error: 277642.0625

Epoch 00035: val_loss did not improve from 181489786615.45508
Epoch 36/50
14737/14737 [==============================] - 1s 75us/step - loss: 265793737745.4407 - mean_absolute_error: 318247.2812 - val_loss: 188246751875.0220 - val_mean_absolute_error: 288302.8125

Epoch 00036: val_loss did not improve from 181489786615.45508
Epoch 37/50
14737/14737 [==============================] - 1s 62us/step - loss: 265593906558.9317 - mean_absolute_error: 318080.7500 - val_loss: 194877075225.9126 - val_mean_absolute_error: 304482.3125

Epoch 00037: val_loss did not improve from 181489786615.45508
Epoch 38/50
14737/14737 [==============================] - 1s 60us/step - loss: 265804181997.8992 - mean_absolute_error: 318197.2500 - val_loss: 199742692635.7189 - val_mean_absolute_error: 314440.3438

Epoch 00038: val_loss did not improve from 181489786615.45508
Epoch 39/50
14737/14737 [==============================] - 1s 60us/step - loss: 265372785342.7710 - mean_absolute_error: 318675.5000 - val_loss: 184173095018.1514 - val_mean_absolute_error: 275232.8438

Epoch 00039: val_loss did not improve from 181489786615.45508
Epoch 40/50
14737/14737 [==============================] - 1s 62us/step - loss: 265442548986.2154 - mean_absolute_error: 318162.8125 - val_loss: 187468342957.5381 - val_mean_absolute_error: 286681.3125

Epoch 00040: val_loss did not improve from 181489786615.45508
Epoch 41/50
14737/14737 [==============================] - 1s 62us/step - loss: 265394425506.3516 - mean_absolute_error: 317869.5625 - val_loss: 189525603496.6752 - val_mean_absolute_error: 290974.9688

Epoch 00041: val_loss did not improve from 181489786615.45508
Epoch 42/50
14737/14737 [==============================] - 1s 63us/step - loss: 265232205484.7744 - mean_absolute_error: 317737.2812 - val_loss: 191415152316.5438 - val_mean_absolute_error: 296483.4688

Epoch 00042: val_loss did not improve from 181489786615.45508
Epoch 43/50
14737/14737 [==============================] - 1s 61us/step - loss: 264952978439.2959 - mean_absolute_error: 318471.4375 - val_loss: 186857437626.9460 - val_mean_absolute_error: 283226.4062

Epoch 00043: val_loss did not improve from 181489786615.45508
Epoch 44/50
14737/14737 [==============================] - 1s 61us/step - loss: 265007359800.3002 - mean_absolute_error: 317752.7500 - val_loss: 189372350966.4130 - val_mean_absolute_error: 292362.6250

Epoch 00044: val_loss did not improve from 181489786615.45508
Epoch 45/50
14737/14737 [==============================] - 1s 59us/step - loss: 265094638283.2783 - mean_absolute_error: 317748.7500 - val_loss: 190254549691.7102 - val_mean_absolute_error: 293538.0625

Epoch 00045: val_loss did not improve from 181489786615.45508
Epoch 46/50
14737/14737 [==============================] - 1s 61us/step - loss: 265008837061.0420 - mean_absolute_error: 317942.1875 - val_loss: 185095046182.6258 - val_mean_absolute_error: 279819.7188

Epoch 00046: val_loss did not improve from 181489786615.45508
Epoch 47/50
14737/14737 [==============================] - 1s 58us/step - loss: 264639269320.7942 - mean_absolute_error: 318081.1875 - val_loss: 200077409548.1574 - val_mean_absolute_error: 312966.3125

Epoch 00047: val_loss did not improve from 181489786615.45508
Epoch 48/50
14737/14737 [==============================] - 1s 58us/step - loss: 264371507325.9068 - mean_absolute_error: 317154.3750 - val_loss: 189581198725.8703 - val_mean_absolute_error: 293077.2500

Epoch 00048: val_loss did not improve from 181489786615.45508
Epoch 49/50
14737/14737 [==============================] - 1s 59us/step - loss: 263989607298.1628 - mean_absolute_error: 317403.9062 - val_loss: 184486909058.8830 - val_mean_absolute_error: 279869.8125

Epoch 00049: val_loss did not improve from 181489786615.45508
Epoch 50/50
14737/14737 [==============================] - 1s 77us/step - loss: 264249051934.1044 - mean_absolute_error: 317177.5312 - val_loss: 201058087273.2483 - val_mean_absolute_error: 315721.9062

Epoch 00050: val_loss did not improve from 181489786615.45508
In [49]:
# Retrieve the hitory of every epoch's training
hist = pd.DataFrame(history.history)
hist['epoch'] = history.epoch
hist.tail()
Out[49]:
val_loss val_mean_absolute_error loss mean_absolute_error epoch
45 1.850950e+11 279819.71875 2.650088e+11 317942.18750 45
46 2.000774e+11 312966.31250 2.646393e+11 318081.18750 46
47 1.895812e+11 293077.25000 2.643715e+11 317154.37500 47
48 1.844869e+11 279869.81250 2.639896e+11 317403.90625 48
49 2.010581e+11 315721.90625 2.642491e+11 317177.53125 49
In [50]:
# Check best checkpoint in local folder (the last file saved)
#   Paste the name of the last file saved by the checkpoint system
weights_file = 'Weights-009--181489786615.45508.hdf5'

# Load the parameters of the models (weights & bias)
NN_model.load_weights(weights_file)
NN_model.compile(loss='mean_squared_error', optimizer='adam', metrics=['mean_squared_error'])
In [51]:
prediction = NN_model.predict(test)
In [52]:
%matplotlib inline
plt.figure()
plt.scatter(prediction, truth, alpha=0.2)
plt.xlabel('Predictions')
plt.ylabel('True Values')
lims = [0, 800000]
plt.xlim(lims)
plt.ylim(lims)
_ = plt.plot(lims, lims)
plt.show()
In [53]:
%matplotlib inline
error = prediction - truth.to_numpy()
plt.figure()
plt.hist(error[0], bins = 30)
plt.xlabel("Absolute Prediction Error")
plt.ylabel("Count")
plt.show()
In [ ]: